Upload folder using huggingface_hub
Browse files- .gitattributes +4 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json +0 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_18_09_26_05.txt +0 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv +201 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json +652 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json +0 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_18_00_04_08.txt +0 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv +201 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json +652 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json +120 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_17_22_06_39.txt +0 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv +401 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json +1302 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json +118 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png +3 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_18_01_21_55.txt +0 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv +201 -0
- baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json +652 -0
.gitattributes
CHANGED
@@ -118,3 +118,7 @@ baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task12
|
|
118 |
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
119 |
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
120 |
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
118 |
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
119 |
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
120 |
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
121 |
+
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
122 |
+
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
123 |
+
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
124 |
+
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png filter=lfs diff=lfs merge=lfs -text
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b1d938f6196b6f7a89597f3aecedd830407f9ac8d43ff5e4766f20a5afb366f3
|
3 |
+
size 359813621
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:720bc426ebb8d1769ec8677914e9c6d6c2f5a37e6544a0d59a1e41e93bc90ea5
|
3 |
+
size 10749
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:65a42a7b5dd2f14117b73dca624a87a1decbd3e2f19e8ca50c25daa496af4f8c
|
3 |
+
size 359819381
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:92872b339f92359b7bcc5981292122090c260b8c55b050b6e42b8c742c5cd7e2
|
3 |
+
size 10750
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png
ADDED
![]() |
Git LFS Details
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_18_09_26_05.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv
ADDED
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Epoch Task subject_id seg_mask metric value
|
2 |
+
epoch_49 Task121_UCL Case01 mask_1 IoU 0.7015624642372131
|
3 |
+
epoch_49 Task121_UCL Case01 mask_1 Dice 0.8246096968650818
|
4 |
+
epoch_49 Task121_UCL Case32 mask_1 IoU 0.6750430464744568
|
5 |
+
epoch_49 Task121_UCL Case32 mask_1 Dice 0.806000828742981
|
6 |
+
epoch_49 Task121_UCL Case34 mask_1 IoU 0.6807482838630676
|
7 |
+
epoch_49 Task121_UCL Case34 mask_1 Dice 0.810053825378418
|
8 |
+
epoch_49 Task122_I2CVB Case03 mask_1 IoU 0.4110316336154938
|
9 |
+
epoch_49 Task122_I2CVB Case03 mask_1 Dice 0.5825973153114319
|
10 |
+
epoch_49 Task122_I2CVB Case08 mask_1 IoU 0.37824133038520813
|
11 |
+
epoch_49 Task122_I2CVB Case08 mask_1 Dice 0.5488753318786621
|
12 |
+
epoch_49 Task122_I2CVB Case13 mask_1 IoU 0.4309968054294586
|
13 |
+
epoch_49 Task122_I2CVB Case13 mask_1 Dice 0.6023728251457214
|
14 |
+
epoch_49 Task122_I2CVB Case15 mask_1 IoU 0.41318419575691223
|
15 |
+
epoch_49 Task122_I2CVB Case15 mask_1 Dice 0.5847563147544861
|
16 |
+
epoch_49 Task123_ISBI Case03 mask_1 IoU 0.733588695526123
|
17 |
+
epoch_49 Task123_ISBI Case03 mask_1 Dice 0.8463237881660461
|
18 |
+
epoch_49 Task123_ISBI Case08 mask_1 IoU 0.718154788017273
|
19 |
+
epoch_49 Task123_ISBI Case08 mask_1 Dice 0.8359605073928833
|
20 |
+
epoch_49 Task123_ISBI Case12 mask_1 IoU 0.7264553308486938
|
21 |
+
epoch_49 Task123_ISBI Case12 mask_1 Dice 0.8415570855140686
|
22 |
+
epoch_49 Task123_ISBI Case15 mask_1 IoU 0.7315772175788879
|
23 |
+
epoch_49 Task123_ISBI Case15 mask_1 Dice 0.8449836373329163
|
24 |
+
epoch_49 Task123_ISBI Case18 mask_1 IoU 0.7152321338653564
|
25 |
+
epoch_49 Task123_ISBI Case18 mask_1 Dice 0.8339771032333374
|
26 |
+
epoch_49 Task123_ISBI Case26 mask_1 IoU 0.7403045296669006
|
27 |
+
epoch_49 Task123_ISBI Case26 mask_1 Dice 0.8507758378982544
|
28 |
+
epoch_49 Task124_DecathProst Case00 mask_1 IoU 0.7210320234298706
|
29 |
+
epoch_49 Task124_DecathProst Case00 mask_1 Dice 0.837906539440155
|
30 |
+
epoch_49 Task124_DecathProst Case04 mask_1 IoU 0.7332873940467834
|
31 |
+
epoch_49 Task124_DecathProst Case04 mask_1 Dice 0.846123218536377
|
32 |
+
epoch_49 Task124_DecathProst Case14 mask_1 IoU 0.7257465720176697
|
33 |
+
epoch_49 Task124_DecathProst Case14 mask_1 Dice 0.8410813212394714
|
34 |
+
epoch_49 Task124_DecathProst Case20 mask_1 IoU 0.7279325723648071
|
35 |
+
epoch_49 Task124_DecathProst Case20 mask_1 Dice 0.8425474166870117
|
36 |
+
epoch_49 Task124_DecathProst Case25 mask_1 IoU 0.7418971657752991
|
37 |
+
epoch_49 Task124_DecathProst Case25 mask_1 Dice 0.8518266081809998
|
38 |
+
epoch_49 Task124_DecathProst Case31 mask_1 IoU 0.7038913369178772
|
39 |
+
epoch_49 Task124_DecathProst Case31 mask_1 Dice 0.8262162208557129
|
40 |
+
epoch_49 Task124_DecathProst Case42 mask_1 IoU 0.7309122085571289
|
41 |
+
epoch_49 Task124_DecathProst Case42 mask_1 Dice 0.8445399403572083
|
42 |
+
epoch_99 Task121_UCL Case01 mask_1 IoU 0.6302052736282349
|
43 |
+
epoch_99 Task121_UCL Case01 mask_1 Dice 0.7731606364250183
|
44 |
+
epoch_99 Task121_UCL Case32 mask_1 IoU 0.6689203381538391
|
45 |
+
epoch_99 Task121_UCL Case32 mask_1 Dice 0.8016204833984375
|
46 |
+
epoch_99 Task121_UCL Case34 mask_1 IoU 0.6289523243904114
|
47 |
+
epoch_99 Task121_UCL Case34 mask_1 Dice 0.7722169756889343
|
48 |
+
epoch_99 Task122_I2CVB Case03 mask_1 IoU 0.39555153250694275
|
49 |
+
epoch_99 Task122_I2CVB Case03 mask_1 Dice 0.5668748617172241
|
50 |
+
epoch_99 Task122_I2CVB Case08 mask_1 IoU 0.38300615549087524
|
51 |
+
epoch_99 Task122_I2CVB Case08 mask_1 Dice 0.5538748502731323
|
52 |
+
epoch_99 Task122_I2CVB Case13 mask_1 IoU 0.37040597200393677
|
53 |
+
epoch_99 Task122_I2CVB Case13 mask_1 Dice 0.5405784845352173
|
54 |
+
epoch_99 Task122_I2CVB Case15 mask_1 IoU 0.3835858404636383
|
55 |
+
epoch_99 Task122_I2CVB Case15 mask_1 Dice 0.5544807314872742
|
56 |
+
epoch_99 Task123_ISBI Case03 mask_1 IoU 0.7137672901153564
|
57 |
+
epoch_99 Task123_ISBI Case03 mask_1 Dice 0.8329803943634033
|
58 |
+
epoch_99 Task123_ISBI Case08 mask_1 IoU 0.73858243227005
|
59 |
+
epoch_99 Task123_ISBI Case08 mask_1 Dice 0.849637508392334
|
60 |
+
epoch_99 Task123_ISBI Case12 mask_1 IoU 0.7387375831604004
|
61 |
+
epoch_99 Task123_ISBI Case12 mask_1 Dice 0.8497401475906372
|
62 |
+
epoch_99 Task123_ISBI Case15 mask_1 IoU 0.7275001406669617
|
63 |
+
epoch_99 Task123_ISBI Case15 mask_1 Dice 0.8422576785087585
|
64 |
+
epoch_99 Task123_ISBI Case18 mask_1 IoU 0.7142385244369507
|
65 |
+
epoch_99 Task123_ISBI Case18 mask_1 Dice 0.8333011865615845
|
66 |
+
epoch_99 Task123_ISBI Case26 mask_1 IoU 0.6935369372367859
|
67 |
+
epoch_99 Task123_ISBI Case26 mask_1 Dice 0.8190396428108215
|
68 |
+
epoch_99 Task124_DecathProst Case00 mask_1 IoU 0.7380006909370422
|
69 |
+
epoch_99 Task124_DecathProst Case00 mask_1 Dice 0.849252462387085
|
70 |
+
epoch_99 Task124_DecathProst Case04 mask_1 IoU 0.7382354736328125
|
71 |
+
epoch_99 Task124_DecathProst Case04 mask_1 Dice 0.8494079113006592
|
72 |
+
epoch_99 Task124_DecathProst Case14 mask_1 IoU 0.7000093460083008
|
73 |
+
epoch_99 Task124_DecathProst Case14 mask_1 Dice 0.8235359191894531
|
74 |
+
epoch_99 Task124_DecathProst Case20 mask_1 IoU 0.7202080488204956
|
75 |
+
epoch_99 Task124_DecathProst Case20 mask_1 Dice 0.8373499512672424
|
76 |
+
epoch_99 Task124_DecathProst Case25 mask_1 IoU 0.7177590131759644
|
77 |
+
epoch_99 Task124_DecathProst Case25 mask_1 Dice 0.8356923460960388
|
78 |
+
epoch_99 Task124_DecathProst Case31 mask_1 IoU 0.7316969037055969
|
79 |
+
epoch_99 Task124_DecathProst Case31 mask_1 Dice 0.8450635075569153
|
80 |
+
epoch_99 Task124_DecathProst Case42 mask_1 IoU 0.7466478943824768
|
81 |
+
epoch_99 Task124_DecathProst Case42 mask_1 Dice 0.8549495339393616
|
82 |
+
epoch_149 Task121_UCL Case01 mask_1 IoU 0.6823728084564209
|
83 |
+
epoch_149 Task121_UCL Case01 mask_1 Dice 0.8112028241157532
|
84 |
+
epoch_149 Task121_UCL Case32 mask_1 IoU 0.6885917782783508
|
85 |
+
epoch_149 Task121_UCL Case32 mask_1 Dice 0.8155811429023743
|
86 |
+
epoch_149 Task121_UCL Case34 mask_1 IoU 0.6822121143341064
|
87 |
+
epoch_149 Task121_UCL Case34 mask_1 Dice 0.811089277267456
|
88 |
+
epoch_149 Task122_I2CVB Case03 mask_1 IoU 0.36788907647132874
|
89 |
+
epoch_149 Task122_I2CVB Case03 mask_1 Dice 0.5378931164741516
|
90 |
+
epoch_149 Task122_I2CVB Case08 mask_1 IoU 0.3761547803878784
|
91 |
+
epoch_149 Task122_I2CVB Case08 mask_1 Dice 0.5466751456260681
|
92 |
+
epoch_149 Task122_I2CVB Case13 mask_1 IoU 0.37613651156425476
|
93 |
+
epoch_149 Task122_I2CVB Case13 mask_1 Dice 0.5466558337211609
|
94 |
+
epoch_149 Task122_I2CVB Case15 mask_1 IoU 0.38277754187583923
|
95 |
+
epoch_149 Task122_I2CVB Case15 mask_1 Dice 0.5536357760429382
|
96 |
+
epoch_149 Task123_ISBI Case03 mask_1 IoU 0.7353932857513428
|
97 |
+
epoch_149 Task123_ISBI Case03 mask_1 Dice 0.8475235104560852
|
98 |
+
epoch_149 Task123_ISBI Case08 mask_1 IoU 0.7237768173217773
|
99 |
+
epoch_149 Task123_ISBI Case08 mask_1 Dice 0.839756965637207
|
100 |
+
epoch_149 Task123_ISBI Case12 mask_1 IoU 0.7093068361282349
|
101 |
+
epoch_149 Task123_ISBI Case12 mask_1 Dice 0.8299350738525391
|
102 |
+
epoch_149 Task123_ISBI Case15 mask_1 IoU 0.707653820514679
|
103 |
+
epoch_149 Task123_ISBI Case15 mask_1 Dice 0.8288024067878723
|
104 |
+
epoch_149 Task123_ISBI Case18 mask_1 IoU 0.718046247959137
|
105 |
+
epoch_149 Task123_ISBI Case18 mask_1 Dice 0.8358870148658752
|
106 |
+
epoch_149 Task123_ISBI Case26 mask_1 IoU 0.7500600218772888
|
107 |
+
epoch_149 Task123_ISBI Case26 mask_1 Dice 0.8571820259094238
|
108 |
+
epoch_149 Task124_DecathProst Case00 mask_1 IoU 0.7190185785293579
|
109 |
+
epoch_149 Task124_DecathProst Case00 mask_1 Dice 0.836545467376709
|
110 |
+
epoch_149 Task124_DecathProst Case04 mask_1 IoU 0.7159861326217651
|
111 |
+
epoch_149 Task124_DecathProst Case04 mask_1 Dice 0.8344894051551819
|
112 |
+
epoch_149 Task124_DecathProst Case14 mask_1 IoU 0.7443943023681641
|
113 |
+
epoch_149 Task124_DecathProst Case14 mask_1 Dice 0.8534702062606812
|
114 |
+
epoch_149 Task124_DecathProst Case20 mask_1 IoU 0.7170693278312683
|
115 |
+
epoch_149 Task124_DecathProst Case20 mask_1 Dice 0.8352246880531311
|
116 |
+
epoch_149 Task124_DecathProst Case25 mask_1 IoU 0.6909611821174622
|
117 |
+
epoch_149 Task124_DecathProst Case25 mask_1 Dice 0.8172407746315002
|
118 |
+
epoch_149 Task124_DecathProst Case31 mask_1 IoU 0.7129119038581848
|
119 |
+
epoch_149 Task124_DecathProst Case31 mask_1 Dice 0.8323976397514343
|
120 |
+
epoch_149 Task124_DecathProst Case42 mask_1 IoU 0.7215405702590942
|
121 |
+
epoch_149 Task124_DecathProst Case42 mask_1 Dice 0.8382498621940613
|
122 |
+
epoch_199 Task121_UCL Case01 mask_1 IoU 0.6491387486457825
|
123 |
+
epoch_199 Task121_UCL Case01 mask_1 Dice 0.7872457504272461
|
124 |
+
epoch_199 Task121_UCL Case32 mask_1 IoU 0.6696153879165649
|
125 |
+
epoch_199 Task121_UCL Case32 mask_1 Dice 0.8021193146705627
|
126 |
+
epoch_199 Task121_UCL Case34 mask_1 IoU 0.6860840320587158
|
127 |
+
epoch_199 Task121_UCL Case34 mask_1 Dice 0.8138195276260376
|
128 |
+
epoch_199 Task122_I2CVB Case03 mask_1 IoU 0.37667325139045715
|
129 |
+
epoch_199 Task122_I2CVB Case03 mask_1 Dice 0.5472224354743958
|
130 |
+
epoch_199 Task122_I2CVB Case08 mask_1 IoU 0.37754926085472107
|
131 |
+
epoch_199 Task122_I2CVB Case08 mask_1 Dice 0.5481463074684143
|
132 |
+
epoch_199 Task122_I2CVB Case13 mask_1 IoU 0.36892077326774597
|
133 |
+
epoch_199 Task122_I2CVB Case13 mask_1 Dice 0.5389950275421143
|
134 |
+
epoch_199 Task122_I2CVB Case15 mask_1 IoU 0.37416714429855347
|
135 |
+
epoch_199 Task122_I2CVB Case15 mask_1 Dice 0.5445730090141296
|
136 |
+
epoch_199 Task123_ISBI Case03 mask_1 IoU 0.723957359790802
|
137 |
+
epoch_199 Task123_ISBI Case03 mask_1 Dice 0.839878499507904
|
138 |
+
epoch_199 Task123_ISBI Case08 mask_1 IoU 0.7036972045898438
|
139 |
+
epoch_199 Task123_ISBI Case08 mask_1 Dice 0.8260824680328369
|
140 |
+
epoch_199 Task123_ISBI Case12 mask_1 IoU 0.7035586833953857
|
141 |
+
epoch_199 Task123_ISBI Case12 mask_1 Dice 0.8259870409965515
|
142 |
+
epoch_199 Task123_ISBI Case15 mask_1 IoU 0.7398377060890198
|
143 |
+
epoch_199 Task123_ISBI Case15 mask_1 Dice 0.8504675030708313
|
144 |
+
epoch_199 Task123_ISBI Case18 mask_1 IoU 0.729801595211029
|
145 |
+
epoch_199 Task123_ISBI Case18 mask_1 Dice 0.843798041343689
|
146 |
+
epoch_199 Task123_ISBI Case26 mask_1 IoU 0.6952792406082153
|
147 |
+
epoch_199 Task123_ISBI Case26 mask_1 Dice 0.8202533721923828
|
148 |
+
epoch_199 Task124_DecathProst Case00 mask_1 IoU 0.6635737419128418
|
149 |
+
epoch_199 Task124_DecathProst Case00 mask_1 Dice 0.7977689504623413
|
150 |
+
epoch_199 Task124_DecathProst Case04 mask_1 IoU 0.7099506855010986
|
151 |
+
epoch_199 Task124_DecathProst Case04 mask_1 Dice 0.830375611782074
|
152 |
+
epoch_199 Task124_DecathProst Case14 mask_1 IoU 0.7149238586425781
|
153 |
+
epoch_199 Task124_DecathProst Case14 mask_1 Dice 0.8337674736976624
|
154 |
+
epoch_199 Task124_DecathProst Case20 mask_1 IoU 0.6956202387809753
|
155 |
+
epoch_199 Task124_DecathProst Case20 mask_1 Dice 0.8204905986785889
|
156 |
+
epoch_199 Task124_DecathProst Case25 mask_1 IoU 0.7705394625663757
|
157 |
+
epoch_199 Task124_DecathProst Case25 mask_1 Dice 0.8704007863998413
|
158 |
+
epoch_199 Task124_DecathProst Case31 mask_1 IoU 0.7266618013381958
|
159 |
+
epoch_199 Task124_DecathProst Case31 mask_1 Dice 0.8416955471038818
|
160 |
+
epoch_199 Task124_DecathProst Case42 mask_1 IoU 0.726467490196228
|
161 |
+
epoch_199 Task124_DecathProst Case42 mask_1 Dice 0.8415651917457581
|
162 |
+
epoch_249 Task121_UCL Case01 mask_1 IoU 0.6450995206832886
|
163 |
+
epoch_249 Task121_UCL Case01 mask_1 Dice 0.7842680811882019
|
164 |
+
epoch_249 Task121_UCL Case32 mask_1 IoU 0.6627272963523865
|
165 |
+
epoch_249 Task121_UCL Case32 mask_1 Dice 0.7971569299697876
|
166 |
+
epoch_249 Task121_UCL Case34 mask_1 IoU 0.6867542266845703
|
167 |
+
epoch_249 Task121_UCL Case34 mask_1 Dice 0.8142908215522766
|
168 |
+
epoch_249 Task122_I2CVB Case03 mask_1 IoU 0.3807755708694458
|
169 |
+
epoch_249 Task122_I2CVB Case03 mask_1 Dice 0.5515386462211609
|
170 |
+
epoch_249 Task122_I2CVB Case08 mask_1 IoU 0.33707135915756226
|
171 |
+
epoch_249 Task122_I2CVB Case08 mask_1 Dice 0.5041935443878174
|
172 |
+
epoch_249 Task122_I2CVB Case13 mask_1 IoU 0.3478856384754181
|
173 |
+
epoch_249 Task122_I2CVB Case13 mask_1 Dice 0.5161945819854736
|
174 |
+
epoch_249 Task122_I2CVB Case15 mask_1 IoU 0.3664546608924866
|
175 |
+
epoch_249 Task122_I2CVB Case15 mask_1 Dice 0.5363582968711853
|
176 |
+
epoch_249 Task123_ISBI Case03 mask_1 IoU 0.7470911741256714
|
177 |
+
epoch_249 Task123_ISBI Case03 mask_1 Dice 0.8552400469779968
|
178 |
+
epoch_249 Task123_ISBI Case08 mask_1 IoU 0.754291832447052
|
179 |
+
epoch_249 Task123_ISBI Case08 mask_1 Dice 0.8599388599395752
|
180 |
+
epoch_249 Task123_ISBI Case12 mask_1 IoU 0.7402161359786987
|
181 |
+
epoch_249 Task123_ISBI Case12 mask_1 Dice 0.8507174849510193
|
182 |
+
epoch_249 Task123_ISBI Case15 mask_1 IoU 0.7153800129890442
|
183 |
+
epoch_249 Task123_ISBI Case15 mask_1 Dice 0.8340775966644287
|
184 |
+
epoch_249 Task123_ISBI Case18 mask_1 IoU 0.7075577974319458
|
185 |
+
epoch_249 Task123_ISBI Case18 mask_1 Dice 0.8287366032600403
|
186 |
+
epoch_249 Task123_ISBI Case26 mask_1 IoU 0.6898432970046997
|
187 |
+
epoch_249 Task123_ISBI Case26 mask_1 Dice 0.8164582848548889
|
188 |
+
epoch_249 Task124_DecathProst Case00 mask_1 IoU 0.7008307576179504
|
189 |
+
epoch_249 Task124_DecathProst Case00 mask_1 Dice 0.8241040706634521
|
190 |
+
epoch_249 Task124_DecathProst Case04 mask_1 IoU 0.7134090065956116
|
191 |
+
epoch_249 Task124_DecathProst Case04 mask_1 Dice 0.8327363729476929
|
192 |
+
epoch_249 Task124_DecathProst Case14 mask_1 IoU 0.7159814834594727
|
193 |
+
epoch_249 Task124_DecathProst Case14 mask_1 Dice 0.8344862461090088
|
194 |
+
epoch_249 Task124_DecathProst Case20 mask_1 IoU 0.7125425934791565
|
195 |
+
epoch_249 Task124_DecathProst Case20 mask_1 Dice 0.8321458101272583
|
196 |
+
epoch_249 Task124_DecathProst Case25 mask_1 IoU 0.726768434047699
|
197 |
+
epoch_249 Task124_DecathProst Case25 mask_1 Dice 0.8417671322822571
|
198 |
+
epoch_249 Task124_DecathProst Case31 mask_1 IoU 0.7110096216201782
|
199 |
+
epoch_249 Task124_DecathProst Case31 mask_1 Dice 0.8310995101928711
|
200 |
+
epoch_249 Task124_DecathProst Case42 mask_1 IoU 0.7089049220085144
|
201 |
+
epoch_249 Task124_DecathProst Case42 mask_1 Dice 0.8296598792076111
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json
ADDED
@@ -0,0 +1,652 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch_49": {
|
3 |
+
"Task121_UCL": {
|
4 |
+
"Case01": {
|
5 |
+
"mask_1": {
|
6 |
+
"IoU": 0.7015624642372131,
|
7 |
+
"Dice": 0.8246096968650818
|
8 |
+
}
|
9 |
+
},
|
10 |
+
"Case32": {
|
11 |
+
"mask_1": {
|
12 |
+
"IoU": 0.6750430464744568,
|
13 |
+
"Dice": 0.806000828742981
|
14 |
+
}
|
15 |
+
},
|
16 |
+
"Case34": {
|
17 |
+
"mask_1": {
|
18 |
+
"IoU": 0.6807482838630676,
|
19 |
+
"Dice": 0.810053825378418
|
20 |
+
}
|
21 |
+
}
|
22 |
+
},
|
23 |
+
"Task122_I2CVB": {
|
24 |
+
"Case03": {
|
25 |
+
"mask_1": {
|
26 |
+
"IoU": 0.4110316336154938,
|
27 |
+
"Dice": 0.5825973153114319
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"Case08": {
|
31 |
+
"mask_1": {
|
32 |
+
"IoU": 0.37824133038520813,
|
33 |
+
"Dice": 0.5488753318786621
|
34 |
+
}
|
35 |
+
},
|
36 |
+
"Case13": {
|
37 |
+
"mask_1": {
|
38 |
+
"IoU": 0.4309968054294586,
|
39 |
+
"Dice": 0.6023728251457214
|
40 |
+
}
|
41 |
+
},
|
42 |
+
"Case15": {
|
43 |
+
"mask_1": {
|
44 |
+
"IoU": 0.41318419575691223,
|
45 |
+
"Dice": 0.5847563147544861
|
46 |
+
}
|
47 |
+
}
|
48 |
+
},
|
49 |
+
"Task123_ISBI": {
|
50 |
+
"Case03": {
|
51 |
+
"mask_1": {
|
52 |
+
"IoU": 0.733588695526123,
|
53 |
+
"Dice": 0.8463237881660461
|
54 |
+
}
|
55 |
+
},
|
56 |
+
"Case08": {
|
57 |
+
"mask_1": {
|
58 |
+
"IoU": 0.718154788017273,
|
59 |
+
"Dice": 0.8359605073928833
|
60 |
+
}
|
61 |
+
},
|
62 |
+
"Case12": {
|
63 |
+
"mask_1": {
|
64 |
+
"IoU": 0.7264553308486938,
|
65 |
+
"Dice": 0.8415570855140686
|
66 |
+
}
|
67 |
+
},
|
68 |
+
"Case15": {
|
69 |
+
"mask_1": {
|
70 |
+
"IoU": 0.7315772175788879,
|
71 |
+
"Dice": 0.8449836373329163
|
72 |
+
}
|
73 |
+
},
|
74 |
+
"Case18": {
|
75 |
+
"mask_1": {
|
76 |
+
"IoU": 0.7152321338653564,
|
77 |
+
"Dice": 0.8339771032333374
|
78 |
+
}
|
79 |
+
},
|
80 |
+
"Case26": {
|
81 |
+
"mask_1": {
|
82 |
+
"IoU": 0.7403045296669006,
|
83 |
+
"Dice": 0.8507758378982544
|
84 |
+
}
|
85 |
+
}
|
86 |
+
},
|
87 |
+
"Task124_DecathProst": {
|
88 |
+
"Case00": {
|
89 |
+
"mask_1": {
|
90 |
+
"IoU": 0.7210320234298706,
|
91 |
+
"Dice": 0.837906539440155
|
92 |
+
}
|
93 |
+
},
|
94 |
+
"Case04": {
|
95 |
+
"mask_1": {
|
96 |
+
"IoU": 0.7332873940467834,
|
97 |
+
"Dice": 0.846123218536377
|
98 |
+
}
|
99 |
+
},
|
100 |
+
"Case14": {
|
101 |
+
"mask_1": {
|
102 |
+
"IoU": 0.7257465720176697,
|
103 |
+
"Dice": 0.8410813212394714
|
104 |
+
}
|
105 |
+
},
|
106 |
+
"Case20": {
|
107 |
+
"mask_1": {
|
108 |
+
"IoU": 0.7279325723648071,
|
109 |
+
"Dice": 0.8425474166870117
|
110 |
+
}
|
111 |
+
},
|
112 |
+
"Case25": {
|
113 |
+
"mask_1": {
|
114 |
+
"IoU": 0.7418971657752991,
|
115 |
+
"Dice": 0.8518266081809998
|
116 |
+
}
|
117 |
+
},
|
118 |
+
"Case31": {
|
119 |
+
"mask_1": {
|
120 |
+
"IoU": 0.7038913369178772,
|
121 |
+
"Dice": 0.8262162208557129
|
122 |
+
}
|
123 |
+
},
|
124 |
+
"Case42": {
|
125 |
+
"mask_1": {
|
126 |
+
"IoU": 0.7309122085571289,
|
127 |
+
"Dice": 0.8445399403572083
|
128 |
+
}
|
129 |
+
}
|
130 |
+
}
|
131 |
+
},
|
132 |
+
"epoch_99": {
|
133 |
+
"Task121_UCL": {
|
134 |
+
"Case01": {
|
135 |
+
"mask_1": {
|
136 |
+
"IoU": 0.6302052736282349,
|
137 |
+
"Dice": 0.7731606364250183
|
138 |
+
}
|
139 |
+
},
|
140 |
+
"Case32": {
|
141 |
+
"mask_1": {
|
142 |
+
"IoU": 0.6689203381538391,
|
143 |
+
"Dice": 0.8016204833984375
|
144 |
+
}
|
145 |
+
},
|
146 |
+
"Case34": {
|
147 |
+
"mask_1": {
|
148 |
+
"IoU": 0.6289523243904114,
|
149 |
+
"Dice": 0.7722169756889343
|
150 |
+
}
|
151 |
+
}
|
152 |
+
},
|
153 |
+
"Task122_I2CVB": {
|
154 |
+
"Case03": {
|
155 |
+
"mask_1": {
|
156 |
+
"IoU": 0.39555153250694275,
|
157 |
+
"Dice": 0.5668748617172241
|
158 |
+
}
|
159 |
+
},
|
160 |
+
"Case08": {
|
161 |
+
"mask_1": {
|
162 |
+
"IoU": 0.38300615549087524,
|
163 |
+
"Dice": 0.5538748502731323
|
164 |
+
}
|
165 |
+
},
|
166 |
+
"Case13": {
|
167 |
+
"mask_1": {
|
168 |
+
"IoU": 0.37040597200393677,
|
169 |
+
"Dice": 0.5405784845352173
|
170 |
+
}
|
171 |
+
},
|
172 |
+
"Case15": {
|
173 |
+
"mask_1": {
|
174 |
+
"IoU": 0.3835858404636383,
|
175 |
+
"Dice": 0.5544807314872742
|
176 |
+
}
|
177 |
+
}
|
178 |
+
},
|
179 |
+
"Task123_ISBI": {
|
180 |
+
"Case03": {
|
181 |
+
"mask_1": {
|
182 |
+
"IoU": 0.7137672901153564,
|
183 |
+
"Dice": 0.8329803943634033
|
184 |
+
}
|
185 |
+
},
|
186 |
+
"Case08": {
|
187 |
+
"mask_1": {
|
188 |
+
"IoU": 0.73858243227005,
|
189 |
+
"Dice": 0.849637508392334
|
190 |
+
}
|
191 |
+
},
|
192 |
+
"Case12": {
|
193 |
+
"mask_1": {
|
194 |
+
"IoU": 0.7387375831604004,
|
195 |
+
"Dice": 0.8497401475906372
|
196 |
+
}
|
197 |
+
},
|
198 |
+
"Case15": {
|
199 |
+
"mask_1": {
|
200 |
+
"IoU": 0.7275001406669617,
|
201 |
+
"Dice": 0.8422576785087585
|
202 |
+
}
|
203 |
+
},
|
204 |
+
"Case18": {
|
205 |
+
"mask_1": {
|
206 |
+
"IoU": 0.7142385244369507,
|
207 |
+
"Dice": 0.8333011865615845
|
208 |
+
}
|
209 |
+
},
|
210 |
+
"Case26": {
|
211 |
+
"mask_1": {
|
212 |
+
"IoU": 0.6935369372367859,
|
213 |
+
"Dice": 0.8190396428108215
|
214 |
+
}
|
215 |
+
}
|
216 |
+
},
|
217 |
+
"Task124_DecathProst": {
|
218 |
+
"Case00": {
|
219 |
+
"mask_1": {
|
220 |
+
"IoU": 0.7380006909370422,
|
221 |
+
"Dice": 0.849252462387085
|
222 |
+
}
|
223 |
+
},
|
224 |
+
"Case04": {
|
225 |
+
"mask_1": {
|
226 |
+
"IoU": 0.7382354736328125,
|
227 |
+
"Dice": 0.8494079113006592
|
228 |
+
}
|
229 |
+
},
|
230 |
+
"Case14": {
|
231 |
+
"mask_1": {
|
232 |
+
"IoU": 0.7000093460083008,
|
233 |
+
"Dice": 0.8235359191894531
|
234 |
+
}
|
235 |
+
},
|
236 |
+
"Case20": {
|
237 |
+
"mask_1": {
|
238 |
+
"IoU": 0.7202080488204956,
|
239 |
+
"Dice": 0.8373499512672424
|
240 |
+
}
|
241 |
+
},
|
242 |
+
"Case25": {
|
243 |
+
"mask_1": {
|
244 |
+
"IoU": 0.7177590131759644,
|
245 |
+
"Dice": 0.8356923460960388
|
246 |
+
}
|
247 |
+
},
|
248 |
+
"Case31": {
|
249 |
+
"mask_1": {
|
250 |
+
"IoU": 0.7316969037055969,
|
251 |
+
"Dice": 0.8450635075569153
|
252 |
+
}
|
253 |
+
},
|
254 |
+
"Case42": {
|
255 |
+
"mask_1": {
|
256 |
+
"IoU": 0.7466478943824768,
|
257 |
+
"Dice": 0.8549495339393616
|
258 |
+
}
|
259 |
+
}
|
260 |
+
}
|
261 |
+
},
|
262 |
+
"epoch_149": {
|
263 |
+
"Task121_UCL": {
|
264 |
+
"Case01": {
|
265 |
+
"mask_1": {
|
266 |
+
"IoU": 0.6823728084564209,
|
267 |
+
"Dice": 0.8112028241157532
|
268 |
+
}
|
269 |
+
},
|
270 |
+
"Case32": {
|
271 |
+
"mask_1": {
|
272 |
+
"IoU": 0.6885917782783508,
|
273 |
+
"Dice": 0.8155811429023743
|
274 |
+
}
|
275 |
+
},
|
276 |
+
"Case34": {
|
277 |
+
"mask_1": {
|
278 |
+
"IoU": 0.6822121143341064,
|
279 |
+
"Dice": 0.811089277267456
|
280 |
+
}
|
281 |
+
}
|
282 |
+
},
|
283 |
+
"Task122_I2CVB": {
|
284 |
+
"Case03": {
|
285 |
+
"mask_1": {
|
286 |
+
"IoU": 0.36788907647132874,
|
287 |
+
"Dice": 0.5378931164741516
|
288 |
+
}
|
289 |
+
},
|
290 |
+
"Case08": {
|
291 |
+
"mask_1": {
|
292 |
+
"IoU": 0.3761547803878784,
|
293 |
+
"Dice": 0.5466751456260681
|
294 |
+
}
|
295 |
+
},
|
296 |
+
"Case13": {
|
297 |
+
"mask_1": {
|
298 |
+
"IoU": 0.37613651156425476,
|
299 |
+
"Dice": 0.5466558337211609
|
300 |
+
}
|
301 |
+
},
|
302 |
+
"Case15": {
|
303 |
+
"mask_1": {
|
304 |
+
"IoU": 0.38277754187583923,
|
305 |
+
"Dice": 0.5536357760429382
|
306 |
+
}
|
307 |
+
}
|
308 |
+
},
|
309 |
+
"Task123_ISBI": {
|
310 |
+
"Case03": {
|
311 |
+
"mask_1": {
|
312 |
+
"IoU": 0.7353932857513428,
|
313 |
+
"Dice": 0.8475235104560852
|
314 |
+
}
|
315 |
+
},
|
316 |
+
"Case08": {
|
317 |
+
"mask_1": {
|
318 |
+
"IoU": 0.7237768173217773,
|
319 |
+
"Dice": 0.839756965637207
|
320 |
+
}
|
321 |
+
},
|
322 |
+
"Case12": {
|
323 |
+
"mask_1": {
|
324 |
+
"IoU": 0.7093068361282349,
|
325 |
+
"Dice": 0.8299350738525391
|
326 |
+
}
|
327 |
+
},
|
328 |
+
"Case15": {
|
329 |
+
"mask_1": {
|
330 |
+
"IoU": 0.707653820514679,
|
331 |
+
"Dice": 0.8288024067878723
|
332 |
+
}
|
333 |
+
},
|
334 |
+
"Case18": {
|
335 |
+
"mask_1": {
|
336 |
+
"IoU": 0.718046247959137,
|
337 |
+
"Dice": 0.8358870148658752
|
338 |
+
}
|
339 |
+
},
|
340 |
+
"Case26": {
|
341 |
+
"mask_1": {
|
342 |
+
"IoU": 0.7500600218772888,
|
343 |
+
"Dice": 0.8571820259094238
|
344 |
+
}
|
345 |
+
}
|
346 |
+
},
|
347 |
+
"Task124_DecathProst": {
|
348 |
+
"Case00": {
|
349 |
+
"mask_1": {
|
350 |
+
"IoU": 0.7190185785293579,
|
351 |
+
"Dice": 0.836545467376709
|
352 |
+
}
|
353 |
+
},
|
354 |
+
"Case04": {
|
355 |
+
"mask_1": {
|
356 |
+
"IoU": 0.7159861326217651,
|
357 |
+
"Dice": 0.8344894051551819
|
358 |
+
}
|
359 |
+
},
|
360 |
+
"Case14": {
|
361 |
+
"mask_1": {
|
362 |
+
"IoU": 0.7443943023681641,
|
363 |
+
"Dice": 0.8534702062606812
|
364 |
+
}
|
365 |
+
},
|
366 |
+
"Case20": {
|
367 |
+
"mask_1": {
|
368 |
+
"IoU": 0.7170693278312683,
|
369 |
+
"Dice": 0.8352246880531311
|
370 |
+
}
|
371 |
+
},
|
372 |
+
"Case25": {
|
373 |
+
"mask_1": {
|
374 |
+
"IoU": 0.6909611821174622,
|
375 |
+
"Dice": 0.8172407746315002
|
376 |
+
}
|
377 |
+
},
|
378 |
+
"Case31": {
|
379 |
+
"mask_1": {
|
380 |
+
"IoU": 0.7129119038581848,
|
381 |
+
"Dice": 0.8323976397514343
|
382 |
+
}
|
383 |
+
},
|
384 |
+
"Case42": {
|
385 |
+
"mask_1": {
|
386 |
+
"IoU": 0.7215405702590942,
|
387 |
+
"Dice": 0.8382498621940613
|
388 |
+
}
|
389 |
+
}
|
390 |
+
}
|
391 |
+
},
|
392 |
+
"epoch_199": {
|
393 |
+
"Task121_UCL": {
|
394 |
+
"Case01": {
|
395 |
+
"mask_1": {
|
396 |
+
"IoU": 0.6491387486457825,
|
397 |
+
"Dice": 0.7872457504272461
|
398 |
+
}
|
399 |
+
},
|
400 |
+
"Case32": {
|
401 |
+
"mask_1": {
|
402 |
+
"IoU": 0.6696153879165649,
|
403 |
+
"Dice": 0.8021193146705627
|
404 |
+
}
|
405 |
+
},
|
406 |
+
"Case34": {
|
407 |
+
"mask_1": {
|
408 |
+
"IoU": 0.6860840320587158,
|
409 |
+
"Dice": 0.8138195276260376
|
410 |
+
}
|
411 |
+
}
|
412 |
+
},
|
413 |
+
"Task122_I2CVB": {
|
414 |
+
"Case03": {
|
415 |
+
"mask_1": {
|
416 |
+
"IoU": 0.37667325139045715,
|
417 |
+
"Dice": 0.5472224354743958
|
418 |
+
}
|
419 |
+
},
|
420 |
+
"Case08": {
|
421 |
+
"mask_1": {
|
422 |
+
"IoU": 0.37754926085472107,
|
423 |
+
"Dice": 0.5481463074684143
|
424 |
+
}
|
425 |
+
},
|
426 |
+
"Case13": {
|
427 |
+
"mask_1": {
|
428 |
+
"IoU": 0.36892077326774597,
|
429 |
+
"Dice": 0.5389950275421143
|
430 |
+
}
|
431 |
+
},
|
432 |
+
"Case15": {
|
433 |
+
"mask_1": {
|
434 |
+
"IoU": 0.37416714429855347,
|
435 |
+
"Dice": 0.5445730090141296
|
436 |
+
}
|
437 |
+
}
|
438 |
+
},
|
439 |
+
"Task123_ISBI": {
|
440 |
+
"Case03": {
|
441 |
+
"mask_1": {
|
442 |
+
"IoU": 0.723957359790802,
|
443 |
+
"Dice": 0.839878499507904
|
444 |
+
}
|
445 |
+
},
|
446 |
+
"Case08": {
|
447 |
+
"mask_1": {
|
448 |
+
"IoU": 0.7036972045898438,
|
449 |
+
"Dice": 0.8260824680328369
|
450 |
+
}
|
451 |
+
},
|
452 |
+
"Case12": {
|
453 |
+
"mask_1": {
|
454 |
+
"IoU": 0.7035586833953857,
|
455 |
+
"Dice": 0.8259870409965515
|
456 |
+
}
|
457 |
+
},
|
458 |
+
"Case15": {
|
459 |
+
"mask_1": {
|
460 |
+
"IoU": 0.7398377060890198,
|
461 |
+
"Dice": 0.8504675030708313
|
462 |
+
}
|
463 |
+
},
|
464 |
+
"Case18": {
|
465 |
+
"mask_1": {
|
466 |
+
"IoU": 0.729801595211029,
|
467 |
+
"Dice": 0.843798041343689
|
468 |
+
}
|
469 |
+
},
|
470 |
+
"Case26": {
|
471 |
+
"mask_1": {
|
472 |
+
"IoU": 0.6952792406082153,
|
473 |
+
"Dice": 0.8202533721923828
|
474 |
+
}
|
475 |
+
}
|
476 |
+
},
|
477 |
+
"Task124_DecathProst": {
|
478 |
+
"Case00": {
|
479 |
+
"mask_1": {
|
480 |
+
"IoU": 0.6635737419128418,
|
481 |
+
"Dice": 0.7977689504623413
|
482 |
+
}
|
483 |
+
},
|
484 |
+
"Case04": {
|
485 |
+
"mask_1": {
|
486 |
+
"IoU": 0.7099506855010986,
|
487 |
+
"Dice": 0.830375611782074
|
488 |
+
}
|
489 |
+
},
|
490 |
+
"Case14": {
|
491 |
+
"mask_1": {
|
492 |
+
"IoU": 0.7149238586425781,
|
493 |
+
"Dice": 0.8337674736976624
|
494 |
+
}
|
495 |
+
},
|
496 |
+
"Case20": {
|
497 |
+
"mask_1": {
|
498 |
+
"IoU": 0.6956202387809753,
|
499 |
+
"Dice": 0.8204905986785889
|
500 |
+
}
|
501 |
+
},
|
502 |
+
"Case25": {
|
503 |
+
"mask_1": {
|
504 |
+
"IoU": 0.7705394625663757,
|
505 |
+
"Dice": 0.8704007863998413
|
506 |
+
}
|
507 |
+
},
|
508 |
+
"Case31": {
|
509 |
+
"mask_1": {
|
510 |
+
"IoU": 0.7266618013381958,
|
511 |
+
"Dice": 0.8416955471038818
|
512 |
+
}
|
513 |
+
},
|
514 |
+
"Case42": {
|
515 |
+
"mask_1": {
|
516 |
+
"IoU": 0.726467490196228,
|
517 |
+
"Dice": 0.8415651917457581
|
518 |
+
}
|
519 |
+
}
|
520 |
+
}
|
521 |
+
},
|
522 |
+
"epoch_249": {
|
523 |
+
"Task121_UCL": {
|
524 |
+
"Case01": {
|
525 |
+
"mask_1": {
|
526 |
+
"IoU": 0.6450995206832886,
|
527 |
+
"Dice": 0.7842680811882019
|
528 |
+
}
|
529 |
+
},
|
530 |
+
"Case32": {
|
531 |
+
"mask_1": {
|
532 |
+
"IoU": 0.6627272963523865,
|
533 |
+
"Dice": 0.7971569299697876
|
534 |
+
}
|
535 |
+
},
|
536 |
+
"Case34": {
|
537 |
+
"mask_1": {
|
538 |
+
"IoU": 0.6867542266845703,
|
539 |
+
"Dice": 0.8142908215522766
|
540 |
+
}
|
541 |
+
}
|
542 |
+
},
|
543 |
+
"Task122_I2CVB": {
|
544 |
+
"Case03": {
|
545 |
+
"mask_1": {
|
546 |
+
"IoU": 0.3807755708694458,
|
547 |
+
"Dice": 0.5515386462211609
|
548 |
+
}
|
549 |
+
},
|
550 |
+
"Case08": {
|
551 |
+
"mask_1": {
|
552 |
+
"IoU": 0.33707135915756226,
|
553 |
+
"Dice": 0.5041935443878174
|
554 |
+
}
|
555 |
+
},
|
556 |
+
"Case13": {
|
557 |
+
"mask_1": {
|
558 |
+
"IoU": 0.3478856384754181,
|
559 |
+
"Dice": 0.5161945819854736
|
560 |
+
}
|
561 |
+
},
|
562 |
+
"Case15": {
|
563 |
+
"mask_1": {
|
564 |
+
"IoU": 0.3664546608924866,
|
565 |
+
"Dice": 0.5363582968711853
|
566 |
+
}
|
567 |
+
}
|
568 |
+
},
|
569 |
+
"Task123_ISBI": {
|
570 |
+
"Case03": {
|
571 |
+
"mask_1": {
|
572 |
+
"IoU": 0.7470911741256714,
|
573 |
+
"Dice": 0.8552400469779968
|
574 |
+
}
|
575 |
+
},
|
576 |
+
"Case08": {
|
577 |
+
"mask_1": {
|
578 |
+
"IoU": 0.754291832447052,
|
579 |
+
"Dice": 0.8599388599395752
|
580 |
+
}
|
581 |
+
},
|
582 |
+
"Case12": {
|
583 |
+
"mask_1": {
|
584 |
+
"IoU": 0.7402161359786987,
|
585 |
+
"Dice": 0.8507174849510193
|
586 |
+
}
|
587 |
+
},
|
588 |
+
"Case15": {
|
589 |
+
"mask_1": {
|
590 |
+
"IoU": 0.7153800129890442,
|
591 |
+
"Dice": 0.8340775966644287
|
592 |
+
}
|
593 |
+
},
|
594 |
+
"Case18": {
|
595 |
+
"mask_1": {
|
596 |
+
"IoU": 0.7075577974319458,
|
597 |
+
"Dice": 0.8287366032600403
|
598 |
+
}
|
599 |
+
},
|
600 |
+
"Case26": {
|
601 |
+
"mask_1": {
|
602 |
+
"IoU": 0.6898432970046997,
|
603 |
+
"Dice": 0.8164582848548889
|
604 |
+
}
|
605 |
+
}
|
606 |
+
},
|
607 |
+
"Task124_DecathProst": {
|
608 |
+
"Case00": {
|
609 |
+
"mask_1": {
|
610 |
+
"IoU": 0.7008307576179504,
|
611 |
+
"Dice": 0.8241040706634521
|
612 |
+
}
|
613 |
+
},
|
614 |
+
"Case04": {
|
615 |
+
"mask_1": {
|
616 |
+
"IoU": 0.7134090065956116,
|
617 |
+
"Dice": 0.8327363729476929
|
618 |
+
}
|
619 |
+
},
|
620 |
+
"Case14": {
|
621 |
+
"mask_1": {
|
622 |
+
"IoU": 0.7159814834594727,
|
623 |
+
"Dice": 0.8344862461090088
|
624 |
+
}
|
625 |
+
},
|
626 |
+
"Case20": {
|
627 |
+
"mask_1": {
|
628 |
+
"IoU": 0.7125425934791565,
|
629 |
+
"Dice": 0.8321458101272583
|
630 |
+
}
|
631 |
+
},
|
632 |
+
"Case25": {
|
633 |
+
"mask_1": {
|
634 |
+
"IoU": 0.726768434047699,
|
635 |
+
"Dice": 0.8417671322822571
|
636 |
+
}
|
637 |
+
},
|
638 |
+
"Case31": {
|
639 |
+
"mask_1": {
|
640 |
+
"IoU": 0.7110096216201782,
|
641 |
+
"Dice": 0.8310995101928711
|
642 |
+
}
|
643 |
+
},
|
644 |
+
"Case42": {
|
645 |
+
"mask_1": {
|
646 |
+
"IoU": 0.7089049220085144,
|
647 |
+
"Dice": 0.8296598792076111
|
648 |
+
}
|
649 |
+
}
|
650 |
+
}
|
651 |
+
}
|
652 |
+
}
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:323231e8429dbf96873467c46d874dc1c1c8a7dc5496ba93a96c35cc86482d13
|
3 |
+
size 359810740
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2ad30c312a2674cd999b4f9ac3701c5d14a9309dafa706400aa41ef7acc30869
|
3 |
+
size 10994
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4959df43430d762481a9b3268e239859ea9aa1df0817e490ad68cb63135c9068
|
3 |
+
size 359815400
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bb4f56a2b01d37df87ad184fe897106b6b53194fc5f38d993031f5ba375d5f23
|
3 |
+
size 10995
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png
ADDED
![]() |
Git LFS Details
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_18_00_04_08.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv
ADDED
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Epoch Task subject_id seg_mask metric value
|
2 |
+
epoch_49 Task121_UCL Case01 mask_1 IoU 0.7494584918022156
|
3 |
+
epoch_49 Task121_UCL Case01 mask_1 Dice 0.8567891120910645
|
4 |
+
epoch_49 Task121_UCL Case32 mask_1 IoU 0.7213530540466309
|
5 |
+
epoch_49 Task121_UCL Case32 mask_1 Dice 0.8381232619285583
|
6 |
+
epoch_49 Task121_UCL Case34 mask_1 IoU 0.7777947783470154
|
7 |
+
epoch_49 Task121_UCL Case34 mask_1 Dice 0.8750107884407043
|
8 |
+
epoch_49 Task122_I2CVB Case03 mask_1 IoU 0.26755771040916443
|
9 |
+
epoch_49 Task122_I2CVB Case03 mask_1 Dice 0.42216259241104126
|
10 |
+
epoch_49 Task122_I2CVB Case08 mask_1 IoU 0.26398903131484985
|
11 |
+
epoch_49 Task122_I2CVB Case08 mask_1 Dice 0.41770780086517334
|
12 |
+
epoch_49 Task122_I2CVB Case13 mask_1 IoU 0.3014969527721405
|
13 |
+
epoch_49 Task122_I2CVB Case13 mask_1 Dice 0.4633079469203949
|
14 |
+
epoch_49 Task122_I2CVB Case15 mask_1 IoU 0.24457955360412598
|
15 |
+
epoch_49 Task122_I2CVB Case15 mask_1 Dice 0.39303159713745117
|
16 |
+
epoch_49 Task123_ISBI Case03 mask_1 IoU 0.8685193061828613
|
17 |
+
epoch_49 Task123_ISBI Case03 mask_1 Dice 0.9296337366104126
|
18 |
+
epoch_49 Task123_ISBI Case08 mask_1 IoU 0.870114803314209
|
19 |
+
epoch_49 Task123_ISBI Case08 mask_1 Dice 0.9305469393730164
|
20 |
+
epoch_49 Task123_ISBI Case12 mask_1 IoU 0.8635362386703491
|
21 |
+
epoch_49 Task123_ISBI Case12 mask_1 Dice 0.9267715811729431
|
22 |
+
epoch_49 Task123_ISBI Case15 mask_1 IoU 0.8708840608596802
|
23 |
+
epoch_49 Task123_ISBI Case15 mask_1 Dice 0.9309866428375244
|
24 |
+
epoch_49 Task123_ISBI Case18 mask_1 IoU 0.8668796420097351
|
25 |
+
epoch_49 Task123_ISBI Case18 mask_1 Dice 0.9286936521530151
|
26 |
+
epoch_49 Task123_ISBI Case26 mask_1 IoU 0.8702437877655029
|
27 |
+
epoch_49 Task123_ISBI Case26 mask_1 Dice 0.9306206703186035
|
28 |
+
epoch_49 Task124_DecathProst Case00 mask_1 IoU 0.8610199093818665
|
29 |
+
epoch_49 Task124_DecathProst Case00 mask_1 Dice 0.9253205060958862
|
30 |
+
epoch_49 Task124_DecathProst Case04 mask_1 IoU 0.8304721117019653
|
31 |
+
epoch_49 Task124_DecathProst Case04 mask_1 Dice 0.9073857069015503
|
32 |
+
epoch_49 Task124_DecathProst Case14 mask_1 IoU 0.8477919697761536
|
33 |
+
epoch_49 Task124_DecathProst Case14 mask_1 Dice 0.9176270961761475
|
34 |
+
epoch_49 Task124_DecathProst Case20 mask_1 IoU 0.8302875757217407
|
35 |
+
epoch_49 Task124_DecathProst Case20 mask_1 Dice 0.9072755575180054
|
36 |
+
epoch_49 Task124_DecathProst Case25 mask_1 IoU 0.8348628282546997
|
37 |
+
epoch_49 Task124_DecathProst Case25 mask_1 Dice 0.9100002646446228
|
38 |
+
epoch_49 Task124_DecathProst Case31 mask_1 IoU 0.8438934683799744
|
39 |
+
epoch_49 Task124_DecathProst Case31 mask_1 Dice 0.9153386354446411
|
40 |
+
epoch_49 Task124_DecathProst Case42 mask_1 IoU 0.8506679534912109
|
41 |
+
epoch_49 Task124_DecathProst Case42 mask_1 Dice 0.9193090796470642
|
42 |
+
epoch_99 Task121_UCL Case01 mask_1 IoU 0.7631815671920776
|
43 |
+
epoch_99 Task121_UCL Case01 mask_1 Dice 0.8656868934631348
|
44 |
+
epoch_99 Task121_UCL Case32 mask_1 IoU 0.7612965703010559
|
45 |
+
epoch_99 Task121_UCL Case32 mask_1 Dice 0.8644728660583496
|
46 |
+
epoch_99 Task121_UCL Case34 mask_1 IoU 0.7562880516052246
|
47 |
+
epoch_99 Task121_UCL Case34 mask_1 Dice 0.8612346053123474
|
48 |
+
epoch_99 Task122_I2CVB Case03 mask_1 IoU 0.45485207438468933
|
49 |
+
epoch_99 Task122_I2CVB Case03 mask_1 Dice 0.625289797782898
|
50 |
+
epoch_99 Task122_I2CVB Case08 mask_1 IoU 0.4049738347530365
|
51 |
+
epoch_99 Task122_I2CVB Case08 mask_1 Dice 0.5764859318733215
|
52 |
+
epoch_99 Task122_I2CVB Case13 mask_1 IoU 0.430984765291214
|
53 |
+
epoch_99 Task122_I2CVB Case13 mask_1 Dice 0.6023610830307007
|
54 |
+
epoch_99 Task122_I2CVB Case15 mask_1 IoU 0.4373089075088501
|
55 |
+
epoch_99 Task122_I2CVB Case15 mask_1 Dice 0.6085106730461121
|
56 |
+
epoch_99 Task123_ISBI Case03 mask_1 IoU 0.8683744668960571
|
57 |
+
epoch_99 Task123_ISBI Case03 mask_1 Dice 0.9295507669448853
|
58 |
+
epoch_99 Task123_ISBI Case08 mask_1 IoU 0.8745433688163757
|
59 |
+
epoch_99 Task123_ISBI Case08 mask_1 Dice 0.9330735206604004
|
60 |
+
epoch_99 Task123_ISBI Case12 mask_1 IoU 0.8705471158027649
|
61 |
+
epoch_99 Task123_ISBI Case12 mask_1 Dice 0.9307941198348999
|
62 |
+
epoch_99 Task123_ISBI Case15 mask_1 IoU 0.8607951402664185
|
63 |
+
epoch_99 Task123_ISBI Case15 mask_1 Dice 0.9251906871795654
|
64 |
+
epoch_99 Task123_ISBI Case18 mask_1 IoU 0.8642130494117737
|
65 |
+
epoch_99 Task123_ISBI Case18 mask_1 Dice 0.9271612763404846
|
66 |
+
epoch_99 Task123_ISBI Case26 mask_1 IoU 0.8694040179252625
|
67 |
+
epoch_99 Task123_ISBI Case26 mask_1 Dice 0.9301403164863586
|
68 |
+
epoch_99 Task124_DecathProst Case00 mask_1 IoU 0.8403930068016052
|
69 |
+
epoch_99 Task124_DecathProst Case00 mask_1 Dice 0.9132755994796753
|
70 |
+
epoch_99 Task124_DecathProst Case04 mask_1 IoU 0.8600890040397644
|
71 |
+
epoch_99 Task124_DecathProst Case04 mask_1 Dice 0.9247826337814331
|
72 |
+
epoch_99 Task124_DecathProst Case14 mask_1 IoU 0.828025221824646
|
73 |
+
epoch_99 Task124_DecathProst Case14 mask_1 Dice 0.9059231877326965
|
74 |
+
epoch_99 Task124_DecathProst Case20 mask_1 IoU 0.8554790019989014
|
75 |
+
epoch_99 Task124_DecathProst Case20 mask_1 Dice 0.9221112132072449
|
76 |
+
epoch_99 Task124_DecathProst Case25 mask_1 IoU 0.8417379260063171
|
77 |
+
epoch_99 Task124_DecathProst Case25 mask_1 Dice 0.9140691757202148
|
78 |
+
epoch_99 Task124_DecathProst Case31 mask_1 IoU 0.8488598465919495
|
79 |
+
epoch_99 Task124_DecathProst Case31 mask_1 Dice 0.9182522296905518
|
80 |
+
epoch_99 Task124_DecathProst Case42 mask_1 IoU 0.8498205542564392
|
81 |
+
epoch_99 Task124_DecathProst Case42 mask_1 Dice 0.9188140630722046
|
82 |
+
epoch_149 Task121_UCL Case01 mask_1 IoU 0.7759004831314087
|
83 |
+
epoch_149 Task121_UCL Case01 mask_1 Dice 0.8738107681274414
|
84 |
+
epoch_149 Task121_UCL Case32 mask_1 IoU 0.7548996210098267
|
85 |
+
epoch_149 Task121_UCL Case32 mask_1 Dice 0.8603336811065674
|
86 |
+
epoch_149 Task121_UCL Case34 mask_1 IoU 0.758122980594635
|
87 |
+
epoch_149 Task121_UCL Case34 mask_1 Dice 0.8624231219291687
|
88 |
+
epoch_149 Task122_I2CVB Case03 mask_1 IoU 0.38566410541534424
|
89 |
+
epoch_149 Task122_I2CVB Case03 mask_1 Dice 0.5566487312316895
|
90 |
+
epoch_149 Task122_I2CVB Case08 mask_1 IoU 0.42965778708457947
|
91 |
+
epoch_149 Task122_I2CVB Case08 mask_1 Dice 0.6010638475418091
|
92 |
+
epoch_149 Task122_I2CVB Case13 mask_1 IoU 0.3916671872138977
|
93 |
+
epoch_149 Task122_I2CVB Case13 mask_1 Dice 0.5628747940063477
|
94 |
+
epoch_149 Task122_I2CVB Case15 mask_1 IoU 0.398765504360199
|
95 |
+
epoch_149 Task122_I2CVB Case15 mask_1 Dice 0.5701677799224854
|
96 |
+
epoch_149 Task123_ISBI Case03 mask_1 IoU 0.8710989356040955
|
97 |
+
epoch_149 Task123_ISBI Case03 mask_1 Dice 0.9311094284057617
|
98 |
+
epoch_149 Task123_ISBI Case08 mask_1 IoU 0.8683173060417175
|
99 |
+
epoch_149 Task123_ISBI Case08 mask_1 Dice 0.9295180439949036
|
100 |
+
epoch_149 Task123_ISBI Case12 mask_1 IoU 0.8673496246337891
|
101 |
+
epoch_149 Task123_ISBI Case12 mask_1 Dice 0.928963303565979
|
102 |
+
epoch_149 Task123_ISBI Case15 mask_1 IoU 0.8728455305099487
|
103 |
+
epoch_149 Task123_ISBI Case15 mask_1 Dice 0.9321062564849854
|
104 |
+
epoch_149 Task123_ISBI Case18 mask_1 IoU 0.873301088809967
|
105 |
+
epoch_149 Task123_ISBI Case18 mask_1 Dice 0.9323659539222717
|
106 |
+
epoch_149 Task123_ISBI Case26 mask_1 IoU 0.8652610182762146
|
107 |
+
epoch_149 Task123_ISBI Case26 mask_1 Dice 0.9277639985084534
|
108 |
+
epoch_149 Task124_DecathProst Case00 mask_1 IoU 0.8457916975021362
|
109 |
+
epoch_149 Task124_DecathProst Case00 mask_1 Dice 0.9164540767669678
|
110 |
+
epoch_149 Task124_DecathProst Case04 mask_1 IoU 0.8259450197219849
|
111 |
+
epoch_149 Task124_DecathProst Case04 mask_1 Dice 0.9046767354011536
|
112 |
+
epoch_149 Task124_DecathProst Case14 mask_1 IoU 0.8422456979751587
|
113 |
+
epoch_149 Task124_DecathProst Case14 mask_1 Dice 0.9143684506416321
|
114 |
+
epoch_149 Task124_DecathProst Case20 mask_1 IoU 0.836748480796814
|
115 |
+
epoch_149 Task124_DecathProst Case20 mask_1 Dice 0.911119282245636
|
116 |
+
epoch_149 Task124_DecathProst Case25 mask_1 IoU 0.8489599227905273
|
117 |
+
epoch_149 Task124_DecathProst Case25 mask_1 Dice 0.9183107614517212
|
118 |
+
epoch_149 Task124_DecathProst Case31 mask_1 IoU 0.8481895327568054
|
119 |
+
epoch_149 Task124_DecathProst Case31 mask_1 Dice 0.9178599119186401
|
120 |
+
epoch_149 Task124_DecathProst Case42 mask_1 IoU 0.84322190284729
|
121 |
+
epoch_149 Task124_DecathProst Case42 mask_1 Dice 0.9149434566497803
|
122 |
+
epoch_199 Task121_UCL Case01 mask_1 IoU 0.7779828906059265
|
123 |
+
epoch_199 Task121_UCL Case01 mask_1 Dice 0.875129759311676
|
124 |
+
epoch_199 Task121_UCL Case32 mask_1 IoU 0.7607324719429016
|
125 |
+
epoch_199 Task121_UCL Case32 mask_1 Dice 0.8641090989112854
|
126 |
+
epoch_199 Task121_UCL Case34 mask_1 IoU 0.734882116317749
|
127 |
+
epoch_199 Task121_UCL Case34 mask_1 Dice 0.847183883190155
|
128 |
+
epoch_199 Task122_I2CVB Case03 mask_1 IoU 0.40455329418182373
|
129 |
+
epoch_199 Task122_I2CVB Case03 mask_1 Dice 0.5760596990585327
|
130 |
+
epoch_199 Task122_I2CVB Case08 mask_1 IoU 0.45711299777030945
|
131 |
+
epoch_199 Task122_I2CVB Case08 mask_1 Dice 0.6274228692054749
|
132 |
+
epoch_199 Task122_I2CVB Case13 mask_1 IoU 0.4413606524467468
|
133 |
+
epoch_199 Task122_I2CVB Case13 mask_1 Dice 0.6124222278594971
|
134 |
+
epoch_199 Task122_I2CVB Case15 mask_1 IoU 0.4079221189022064
|
135 |
+
epoch_199 Task122_I2CVB Case15 mask_1 Dice 0.5794668793678284
|
136 |
+
epoch_199 Task123_ISBI Case03 mask_1 IoU 0.8593116998672485
|
137 |
+
epoch_199 Task123_ISBI Case03 mask_1 Dice 0.9243331551551819
|
138 |
+
epoch_199 Task123_ISBI Case08 mask_1 IoU 0.8614042401313782
|
139 |
+
epoch_199 Task123_ISBI Case08 mask_1 Dice 0.9255423545837402
|
140 |
+
epoch_199 Task123_ISBI Case12 mask_1 IoU 0.8605669736862183
|
141 |
+
epoch_199 Task123_ISBI Case12 mask_1 Dice 0.9250588417053223
|
142 |
+
epoch_199 Task123_ISBI Case15 mask_1 IoU 0.8680762052536011
|
143 |
+
epoch_199 Task123_ISBI Case15 mask_1 Dice 0.9293798804283142
|
144 |
+
epoch_199 Task123_ISBI Case18 mask_1 IoU 0.8583126068115234
|
145 |
+
epoch_199 Task123_ISBI Case18 mask_1 Dice 0.9237548112869263
|
146 |
+
epoch_199 Task123_ISBI Case26 mask_1 IoU 0.8604219555854797
|
147 |
+
epoch_199 Task123_ISBI Case26 mask_1 Dice 0.9249750375747681
|
148 |
+
epoch_199 Task124_DecathProst Case00 mask_1 IoU 0.8444214463233948
|
149 |
+
epoch_199 Task124_DecathProst Case00 mask_1 Dice 0.9156491160392761
|
150 |
+
epoch_199 Task124_DecathProst Case04 mask_1 IoU 0.8416733741760254
|
151 |
+
epoch_199 Task124_DecathProst Case04 mask_1 Dice 0.9140310883522034
|
152 |
+
epoch_199 Task124_DecathProst Case14 mask_1 IoU 0.8392682671546936
|
153 |
+
epoch_199 Task124_DecathProst Case14 mask_1 Dice 0.9126110672950745
|
154 |
+
epoch_199 Task124_DecathProst Case20 mask_1 IoU 0.8499304056167603
|
155 |
+
epoch_199 Task124_DecathProst Case20 mask_1 Dice 0.9188782572746277
|
156 |
+
epoch_199 Task124_DecathProst Case25 mask_1 IoU 0.8314284086227417
|
157 |
+
epoch_199 Task124_DecathProst Case25 mask_1 Dice 0.9079562425613403
|
158 |
+
epoch_199 Task124_DecathProst Case31 mask_1 IoU 0.8403770327568054
|
159 |
+
epoch_199 Task124_DecathProst Case31 mask_1 Dice 0.913266122341156
|
160 |
+
epoch_199 Task124_DecathProst Case42 mask_1 IoU 0.838146984577179
|
161 |
+
epoch_199 Task124_DecathProst Case42 mask_1 Dice 0.9119477272033691
|
162 |
+
epoch_249 Task121_UCL Case01 mask_1 IoU 0.7622787356376648
|
163 |
+
epoch_249 Task121_UCL Case01 mask_1 Dice 0.8651057481765747
|
164 |
+
epoch_249 Task121_UCL Case32 mask_1 IoU 0.7827800512313843
|
165 |
+
epoch_249 Task121_UCL Case32 mask_1 Dice 0.8781566023826599
|
166 |
+
epoch_249 Task121_UCL Case34 mask_1 IoU 0.7763775587081909
|
167 |
+
epoch_249 Task121_UCL Case34 mask_1 Dice 0.8741132616996765
|
168 |
+
epoch_249 Task122_I2CVB Case03 mask_1 IoU 0.5364713668823242
|
169 |
+
epoch_249 Task122_I2CVB Case03 mask_1 Dice 0.6983160972595215
|
170 |
+
epoch_249 Task122_I2CVB Case08 mask_1 IoU 0.5371365547180176
|
171 |
+
epoch_249 Task122_I2CVB Case08 mask_1 Dice 0.6988794207572937
|
172 |
+
epoch_249 Task122_I2CVB Case13 mask_1 IoU 0.5004515051841736
|
173 |
+
epoch_249 Task122_I2CVB Case13 mask_1 Dice 0.6670678853988647
|
174 |
+
epoch_249 Task122_I2CVB Case15 mask_1 IoU 0.5256418585777283
|
175 |
+
epoch_249 Task122_I2CVB Case15 mask_1 Dice 0.6890763640403748
|
176 |
+
epoch_249 Task123_ISBI Case03 mask_1 IoU 0.8630168437957764
|
177 |
+
epoch_249 Task123_ISBI Case03 mask_1 Dice 0.9264724254608154
|
178 |
+
epoch_249 Task123_ISBI Case08 mask_1 IoU 0.8727000951766968
|
179 |
+
epoch_249 Task123_ISBI Case08 mask_1 Dice 0.9320233464241028
|
180 |
+
epoch_249 Task123_ISBI Case12 mask_1 IoU 0.8734145760536194
|
181 |
+
epoch_249 Task123_ISBI Case12 mask_1 Dice 0.932430624961853
|
182 |
+
epoch_249 Task123_ISBI Case15 mask_1 IoU 0.8725868463516235
|
183 |
+
epoch_249 Task123_ISBI Case15 mask_1 Dice 0.9319587349891663
|
184 |
+
epoch_249 Task123_ISBI Case18 mask_1 IoU 0.8755846619606018
|
185 |
+
epoch_249 Task123_ISBI Case18 mask_1 Dice 0.9336658120155334
|
186 |
+
epoch_249 Task123_ISBI Case26 mask_1 IoU 0.8790756464004517
|
187 |
+
epoch_249 Task123_ISBI Case26 mask_1 Dice 0.9356468915939331
|
188 |
+
epoch_249 Task124_DecathProst Case00 mask_1 IoU 0.8509452939033508
|
189 |
+
epoch_249 Task124_DecathProst Case00 mask_1 Dice 0.919471025466919
|
190 |
+
epoch_249 Task124_DecathProst Case04 mask_1 IoU 0.822398841381073
|
191 |
+
epoch_249 Task124_DecathProst Case04 mask_1 Dice 0.9025453925132751
|
192 |
+
epoch_249 Task124_DecathProst Case14 mask_1 IoU 0.823824405670166
|
193 |
+
epoch_249 Task124_DecathProst Case14 mask_1 Dice 0.9034032225608826
|
194 |
+
epoch_249 Task124_DecathProst Case20 mask_1 IoU 0.853958785533905
|
195 |
+
epoch_249 Task124_DecathProst Case20 mask_1 Dice 0.9212273359298706
|
196 |
+
epoch_249 Task124_DecathProst Case25 mask_1 IoU 0.8363853096961975
|
197 |
+
epoch_249 Task124_DecathProst Case25 mask_1 Dice 0.9109039306640625
|
198 |
+
epoch_249 Task124_DecathProst Case31 mask_1 IoU 0.8332545757293701
|
199 |
+
epoch_249 Task124_DecathProst Case31 mask_1 Dice 0.909044086933136
|
200 |
+
epoch_249 Task124_DecathProst Case42 mask_1 IoU 0.8355177640914917
|
201 |
+
epoch_249 Task124_DecathProst Case42 mask_1 Dice 0.9103891849517822
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json
ADDED
@@ -0,0 +1,652 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch_49": {
|
3 |
+
"Task121_UCL": {
|
4 |
+
"Case01": {
|
5 |
+
"mask_1": {
|
6 |
+
"IoU": 0.7494584918022156,
|
7 |
+
"Dice": 0.8567891120910645
|
8 |
+
}
|
9 |
+
},
|
10 |
+
"Case32": {
|
11 |
+
"mask_1": {
|
12 |
+
"IoU": 0.7213530540466309,
|
13 |
+
"Dice": 0.8381232619285583
|
14 |
+
}
|
15 |
+
},
|
16 |
+
"Case34": {
|
17 |
+
"mask_1": {
|
18 |
+
"IoU": 0.7777947783470154,
|
19 |
+
"Dice": 0.8750107884407043
|
20 |
+
}
|
21 |
+
}
|
22 |
+
},
|
23 |
+
"Task122_I2CVB": {
|
24 |
+
"Case03": {
|
25 |
+
"mask_1": {
|
26 |
+
"IoU": 0.26755771040916443,
|
27 |
+
"Dice": 0.42216259241104126
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"Case08": {
|
31 |
+
"mask_1": {
|
32 |
+
"IoU": 0.26398903131484985,
|
33 |
+
"Dice": 0.41770780086517334
|
34 |
+
}
|
35 |
+
},
|
36 |
+
"Case13": {
|
37 |
+
"mask_1": {
|
38 |
+
"IoU": 0.3014969527721405,
|
39 |
+
"Dice": 0.4633079469203949
|
40 |
+
}
|
41 |
+
},
|
42 |
+
"Case15": {
|
43 |
+
"mask_1": {
|
44 |
+
"IoU": 0.24457955360412598,
|
45 |
+
"Dice": 0.39303159713745117
|
46 |
+
}
|
47 |
+
}
|
48 |
+
},
|
49 |
+
"Task123_ISBI": {
|
50 |
+
"Case03": {
|
51 |
+
"mask_1": {
|
52 |
+
"IoU": 0.8685193061828613,
|
53 |
+
"Dice": 0.9296337366104126
|
54 |
+
}
|
55 |
+
},
|
56 |
+
"Case08": {
|
57 |
+
"mask_1": {
|
58 |
+
"IoU": 0.870114803314209,
|
59 |
+
"Dice": 0.9305469393730164
|
60 |
+
}
|
61 |
+
},
|
62 |
+
"Case12": {
|
63 |
+
"mask_1": {
|
64 |
+
"IoU": 0.8635362386703491,
|
65 |
+
"Dice": 0.9267715811729431
|
66 |
+
}
|
67 |
+
},
|
68 |
+
"Case15": {
|
69 |
+
"mask_1": {
|
70 |
+
"IoU": 0.8708840608596802,
|
71 |
+
"Dice": 0.9309866428375244
|
72 |
+
}
|
73 |
+
},
|
74 |
+
"Case18": {
|
75 |
+
"mask_1": {
|
76 |
+
"IoU": 0.8668796420097351,
|
77 |
+
"Dice": 0.9286936521530151
|
78 |
+
}
|
79 |
+
},
|
80 |
+
"Case26": {
|
81 |
+
"mask_1": {
|
82 |
+
"IoU": 0.8702437877655029,
|
83 |
+
"Dice": 0.9306206703186035
|
84 |
+
}
|
85 |
+
}
|
86 |
+
},
|
87 |
+
"Task124_DecathProst": {
|
88 |
+
"Case00": {
|
89 |
+
"mask_1": {
|
90 |
+
"IoU": 0.8610199093818665,
|
91 |
+
"Dice": 0.9253205060958862
|
92 |
+
}
|
93 |
+
},
|
94 |
+
"Case04": {
|
95 |
+
"mask_1": {
|
96 |
+
"IoU": 0.8304721117019653,
|
97 |
+
"Dice": 0.9073857069015503
|
98 |
+
}
|
99 |
+
},
|
100 |
+
"Case14": {
|
101 |
+
"mask_1": {
|
102 |
+
"IoU": 0.8477919697761536,
|
103 |
+
"Dice": 0.9176270961761475
|
104 |
+
}
|
105 |
+
},
|
106 |
+
"Case20": {
|
107 |
+
"mask_1": {
|
108 |
+
"IoU": 0.8302875757217407,
|
109 |
+
"Dice": 0.9072755575180054
|
110 |
+
}
|
111 |
+
},
|
112 |
+
"Case25": {
|
113 |
+
"mask_1": {
|
114 |
+
"IoU": 0.8348628282546997,
|
115 |
+
"Dice": 0.9100002646446228
|
116 |
+
}
|
117 |
+
},
|
118 |
+
"Case31": {
|
119 |
+
"mask_1": {
|
120 |
+
"IoU": 0.8438934683799744,
|
121 |
+
"Dice": 0.9153386354446411
|
122 |
+
}
|
123 |
+
},
|
124 |
+
"Case42": {
|
125 |
+
"mask_1": {
|
126 |
+
"IoU": 0.8506679534912109,
|
127 |
+
"Dice": 0.9193090796470642
|
128 |
+
}
|
129 |
+
}
|
130 |
+
}
|
131 |
+
},
|
132 |
+
"epoch_99": {
|
133 |
+
"Task121_UCL": {
|
134 |
+
"Case01": {
|
135 |
+
"mask_1": {
|
136 |
+
"IoU": 0.7631815671920776,
|
137 |
+
"Dice": 0.8656868934631348
|
138 |
+
}
|
139 |
+
},
|
140 |
+
"Case32": {
|
141 |
+
"mask_1": {
|
142 |
+
"IoU": 0.7612965703010559,
|
143 |
+
"Dice": 0.8644728660583496
|
144 |
+
}
|
145 |
+
},
|
146 |
+
"Case34": {
|
147 |
+
"mask_1": {
|
148 |
+
"IoU": 0.7562880516052246,
|
149 |
+
"Dice": 0.8612346053123474
|
150 |
+
}
|
151 |
+
}
|
152 |
+
},
|
153 |
+
"Task122_I2CVB": {
|
154 |
+
"Case03": {
|
155 |
+
"mask_1": {
|
156 |
+
"IoU": 0.45485207438468933,
|
157 |
+
"Dice": 0.625289797782898
|
158 |
+
}
|
159 |
+
},
|
160 |
+
"Case08": {
|
161 |
+
"mask_1": {
|
162 |
+
"IoU": 0.4049738347530365,
|
163 |
+
"Dice": 0.5764859318733215
|
164 |
+
}
|
165 |
+
},
|
166 |
+
"Case13": {
|
167 |
+
"mask_1": {
|
168 |
+
"IoU": 0.430984765291214,
|
169 |
+
"Dice": 0.6023610830307007
|
170 |
+
}
|
171 |
+
},
|
172 |
+
"Case15": {
|
173 |
+
"mask_1": {
|
174 |
+
"IoU": 0.4373089075088501,
|
175 |
+
"Dice": 0.6085106730461121
|
176 |
+
}
|
177 |
+
}
|
178 |
+
},
|
179 |
+
"Task123_ISBI": {
|
180 |
+
"Case03": {
|
181 |
+
"mask_1": {
|
182 |
+
"IoU": 0.8683744668960571,
|
183 |
+
"Dice": 0.9295507669448853
|
184 |
+
}
|
185 |
+
},
|
186 |
+
"Case08": {
|
187 |
+
"mask_1": {
|
188 |
+
"IoU": 0.8745433688163757,
|
189 |
+
"Dice": 0.9330735206604004
|
190 |
+
}
|
191 |
+
},
|
192 |
+
"Case12": {
|
193 |
+
"mask_1": {
|
194 |
+
"IoU": 0.8705471158027649,
|
195 |
+
"Dice": 0.9307941198348999
|
196 |
+
}
|
197 |
+
},
|
198 |
+
"Case15": {
|
199 |
+
"mask_1": {
|
200 |
+
"IoU": 0.8607951402664185,
|
201 |
+
"Dice": 0.9251906871795654
|
202 |
+
}
|
203 |
+
},
|
204 |
+
"Case18": {
|
205 |
+
"mask_1": {
|
206 |
+
"IoU": 0.8642130494117737,
|
207 |
+
"Dice": 0.9271612763404846
|
208 |
+
}
|
209 |
+
},
|
210 |
+
"Case26": {
|
211 |
+
"mask_1": {
|
212 |
+
"IoU": 0.8694040179252625,
|
213 |
+
"Dice": 0.9301403164863586
|
214 |
+
}
|
215 |
+
}
|
216 |
+
},
|
217 |
+
"Task124_DecathProst": {
|
218 |
+
"Case00": {
|
219 |
+
"mask_1": {
|
220 |
+
"IoU": 0.8403930068016052,
|
221 |
+
"Dice": 0.9132755994796753
|
222 |
+
}
|
223 |
+
},
|
224 |
+
"Case04": {
|
225 |
+
"mask_1": {
|
226 |
+
"IoU": 0.8600890040397644,
|
227 |
+
"Dice": 0.9247826337814331
|
228 |
+
}
|
229 |
+
},
|
230 |
+
"Case14": {
|
231 |
+
"mask_1": {
|
232 |
+
"IoU": 0.828025221824646,
|
233 |
+
"Dice": 0.9059231877326965
|
234 |
+
}
|
235 |
+
},
|
236 |
+
"Case20": {
|
237 |
+
"mask_1": {
|
238 |
+
"IoU": 0.8554790019989014,
|
239 |
+
"Dice": 0.9221112132072449
|
240 |
+
}
|
241 |
+
},
|
242 |
+
"Case25": {
|
243 |
+
"mask_1": {
|
244 |
+
"IoU": 0.8417379260063171,
|
245 |
+
"Dice": 0.9140691757202148
|
246 |
+
}
|
247 |
+
},
|
248 |
+
"Case31": {
|
249 |
+
"mask_1": {
|
250 |
+
"IoU": 0.8488598465919495,
|
251 |
+
"Dice": 0.9182522296905518
|
252 |
+
}
|
253 |
+
},
|
254 |
+
"Case42": {
|
255 |
+
"mask_1": {
|
256 |
+
"IoU": 0.8498205542564392,
|
257 |
+
"Dice": 0.9188140630722046
|
258 |
+
}
|
259 |
+
}
|
260 |
+
}
|
261 |
+
},
|
262 |
+
"epoch_149": {
|
263 |
+
"Task121_UCL": {
|
264 |
+
"Case01": {
|
265 |
+
"mask_1": {
|
266 |
+
"IoU": 0.7759004831314087,
|
267 |
+
"Dice": 0.8738107681274414
|
268 |
+
}
|
269 |
+
},
|
270 |
+
"Case32": {
|
271 |
+
"mask_1": {
|
272 |
+
"IoU": 0.7548996210098267,
|
273 |
+
"Dice": 0.8603336811065674
|
274 |
+
}
|
275 |
+
},
|
276 |
+
"Case34": {
|
277 |
+
"mask_1": {
|
278 |
+
"IoU": 0.758122980594635,
|
279 |
+
"Dice": 0.8624231219291687
|
280 |
+
}
|
281 |
+
}
|
282 |
+
},
|
283 |
+
"Task122_I2CVB": {
|
284 |
+
"Case03": {
|
285 |
+
"mask_1": {
|
286 |
+
"IoU": 0.38566410541534424,
|
287 |
+
"Dice": 0.5566487312316895
|
288 |
+
}
|
289 |
+
},
|
290 |
+
"Case08": {
|
291 |
+
"mask_1": {
|
292 |
+
"IoU": 0.42965778708457947,
|
293 |
+
"Dice": 0.6010638475418091
|
294 |
+
}
|
295 |
+
},
|
296 |
+
"Case13": {
|
297 |
+
"mask_1": {
|
298 |
+
"IoU": 0.3916671872138977,
|
299 |
+
"Dice": 0.5628747940063477
|
300 |
+
}
|
301 |
+
},
|
302 |
+
"Case15": {
|
303 |
+
"mask_1": {
|
304 |
+
"IoU": 0.398765504360199,
|
305 |
+
"Dice": 0.5701677799224854
|
306 |
+
}
|
307 |
+
}
|
308 |
+
},
|
309 |
+
"Task123_ISBI": {
|
310 |
+
"Case03": {
|
311 |
+
"mask_1": {
|
312 |
+
"IoU": 0.8710989356040955,
|
313 |
+
"Dice": 0.9311094284057617
|
314 |
+
}
|
315 |
+
},
|
316 |
+
"Case08": {
|
317 |
+
"mask_1": {
|
318 |
+
"IoU": 0.8683173060417175,
|
319 |
+
"Dice": 0.9295180439949036
|
320 |
+
}
|
321 |
+
},
|
322 |
+
"Case12": {
|
323 |
+
"mask_1": {
|
324 |
+
"IoU": 0.8673496246337891,
|
325 |
+
"Dice": 0.928963303565979
|
326 |
+
}
|
327 |
+
},
|
328 |
+
"Case15": {
|
329 |
+
"mask_1": {
|
330 |
+
"IoU": 0.8728455305099487,
|
331 |
+
"Dice": 0.9321062564849854
|
332 |
+
}
|
333 |
+
},
|
334 |
+
"Case18": {
|
335 |
+
"mask_1": {
|
336 |
+
"IoU": 0.873301088809967,
|
337 |
+
"Dice": 0.9323659539222717
|
338 |
+
}
|
339 |
+
},
|
340 |
+
"Case26": {
|
341 |
+
"mask_1": {
|
342 |
+
"IoU": 0.8652610182762146,
|
343 |
+
"Dice": 0.9277639985084534
|
344 |
+
}
|
345 |
+
}
|
346 |
+
},
|
347 |
+
"Task124_DecathProst": {
|
348 |
+
"Case00": {
|
349 |
+
"mask_1": {
|
350 |
+
"IoU": 0.8457916975021362,
|
351 |
+
"Dice": 0.9164540767669678
|
352 |
+
}
|
353 |
+
},
|
354 |
+
"Case04": {
|
355 |
+
"mask_1": {
|
356 |
+
"IoU": 0.8259450197219849,
|
357 |
+
"Dice": 0.9046767354011536
|
358 |
+
}
|
359 |
+
},
|
360 |
+
"Case14": {
|
361 |
+
"mask_1": {
|
362 |
+
"IoU": 0.8422456979751587,
|
363 |
+
"Dice": 0.9143684506416321
|
364 |
+
}
|
365 |
+
},
|
366 |
+
"Case20": {
|
367 |
+
"mask_1": {
|
368 |
+
"IoU": 0.836748480796814,
|
369 |
+
"Dice": 0.911119282245636
|
370 |
+
}
|
371 |
+
},
|
372 |
+
"Case25": {
|
373 |
+
"mask_1": {
|
374 |
+
"IoU": 0.8489599227905273,
|
375 |
+
"Dice": 0.9183107614517212
|
376 |
+
}
|
377 |
+
},
|
378 |
+
"Case31": {
|
379 |
+
"mask_1": {
|
380 |
+
"IoU": 0.8481895327568054,
|
381 |
+
"Dice": 0.9178599119186401
|
382 |
+
}
|
383 |
+
},
|
384 |
+
"Case42": {
|
385 |
+
"mask_1": {
|
386 |
+
"IoU": 0.84322190284729,
|
387 |
+
"Dice": 0.9149434566497803
|
388 |
+
}
|
389 |
+
}
|
390 |
+
}
|
391 |
+
},
|
392 |
+
"epoch_199": {
|
393 |
+
"Task121_UCL": {
|
394 |
+
"Case01": {
|
395 |
+
"mask_1": {
|
396 |
+
"IoU": 0.7779828906059265,
|
397 |
+
"Dice": 0.875129759311676
|
398 |
+
}
|
399 |
+
},
|
400 |
+
"Case32": {
|
401 |
+
"mask_1": {
|
402 |
+
"IoU": 0.7607324719429016,
|
403 |
+
"Dice": 0.8641090989112854
|
404 |
+
}
|
405 |
+
},
|
406 |
+
"Case34": {
|
407 |
+
"mask_1": {
|
408 |
+
"IoU": 0.734882116317749,
|
409 |
+
"Dice": 0.847183883190155
|
410 |
+
}
|
411 |
+
}
|
412 |
+
},
|
413 |
+
"Task122_I2CVB": {
|
414 |
+
"Case03": {
|
415 |
+
"mask_1": {
|
416 |
+
"IoU": 0.40455329418182373,
|
417 |
+
"Dice": 0.5760596990585327
|
418 |
+
}
|
419 |
+
},
|
420 |
+
"Case08": {
|
421 |
+
"mask_1": {
|
422 |
+
"IoU": 0.45711299777030945,
|
423 |
+
"Dice": 0.6274228692054749
|
424 |
+
}
|
425 |
+
},
|
426 |
+
"Case13": {
|
427 |
+
"mask_1": {
|
428 |
+
"IoU": 0.4413606524467468,
|
429 |
+
"Dice": 0.6124222278594971
|
430 |
+
}
|
431 |
+
},
|
432 |
+
"Case15": {
|
433 |
+
"mask_1": {
|
434 |
+
"IoU": 0.4079221189022064,
|
435 |
+
"Dice": 0.5794668793678284
|
436 |
+
}
|
437 |
+
}
|
438 |
+
},
|
439 |
+
"Task123_ISBI": {
|
440 |
+
"Case03": {
|
441 |
+
"mask_1": {
|
442 |
+
"IoU": 0.8593116998672485,
|
443 |
+
"Dice": 0.9243331551551819
|
444 |
+
}
|
445 |
+
},
|
446 |
+
"Case08": {
|
447 |
+
"mask_1": {
|
448 |
+
"IoU": 0.8614042401313782,
|
449 |
+
"Dice": 0.9255423545837402
|
450 |
+
}
|
451 |
+
},
|
452 |
+
"Case12": {
|
453 |
+
"mask_1": {
|
454 |
+
"IoU": 0.8605669736862183,
|
455 |
+
"Dice": 0.9250588417053223
|
456 |
+
}
|
457 |
+
},
|
458 |
+
"Case15": {
|
459 |
+
"mask_1": {
|
460 |
+
"IoU": 0.8680762052536011,
|
461 |
+
"Dice": 0.9293798804283142
|
462 |
+
}
|
463 |
+
},
|
464 |
+
"Case18": {
|
465 |
+
"mask_1": {
|
466 |
+
"IoU": 0.8583126068115234,
|
467 |
+
"Dice": 0.9237548112869263
|
468 |
+
}
|
469 |
+
},
|
470 |
+
"Case26": {
|
471 |
+
"mask_1": {
|
472 |
+
"IoU": 0.8604219555854797,
|
473 |
+
"Dice": 0.9249750375747681
|
474 |
+
}
|
475 |
+
}
|
476 |
+
},
|
477 |
+
"Task124_DecathProst": {
|
478 |
+
"Case00": {
|
479 |
+
"mask_1": {
|
480 |
+
"IoU": 0.8444214463233948,
|
481 |
+
"Dice": 0.9156491160392761
|
482 |
+
}
|
483 |
+
},
|
484 |
+
"Case04": {
|
485 |
+
"mask_1": {
|
486 |
+
"IoU": 0.8416733741760254,
|
487 |
+
"Dice": 0.9140310883522034
|
488 |
+
}
|
489 |
+
},
|
490 |
+
"Case14": {
|
491 |
+
"mask_1": {
|
492 |
+
"IoU": 0.8392682671546936,
|
493 |
+
"Dice": 0.9126110672950745
|
494 |
+
}
|
495 |
+
},
|
496 |
+
"Case20": {
|
497 |
+
"mask_1": {
|
498 |
+
"IoU": 0.8499304056167603,
|
499 |
+
"Dice": 0.9188782572746277
|
500 |
+
}
|
501 |
+
},
|
502 |
+
"Case25": {
|
503 |
+
"mask_1": {
|
504 |
+
"IoU": 0.8314284086227417,
|
505 |
+
"Dice": 0.9079562425613403
|
506 |
+
}
|
507 |
+
},
|
508 |
+
"Case31": {
|
509 |
+
"mask_1": {
|
510 |
+
"IoU": 0.8403770327568054,
|
511 |
+
"Dice": 0.913266122341156
|
512 |
+
}
|
513 |
+
},
|
514 |
+
"Case42": {
|
515 |
+
"mask_1": {
|
516 |
+
"IoU": 0.838146984577179,
|
517 |
+
"Dice": 0.9119477272033691
|
518 |
+
}
|
519 |
+
}
|
520 |
+
}
|
521 |
+
},
|
522 |
+
"epoch_249": {
|
523 |
+
"Task121_UCL": {
|
524 |
+
"Case01": {
|
525 |
+
"mask_1": {
|
526 |
+
"IoU": 0.7622787356376648,
|
527 |
+
"Dice": 0.8651057481765747
|
528 |
+
}
|
529 |
+
},
|
530 |
+
"Case32": {
|
531 |
+
"mask_1": {
|
532 |
+
"IoU": 0.7827800512313843,
|
533 |
+
"Dice": 0.8781566023826599
|
534 |
+
}
|
535 |
+
},
|
536 |
+
"Case34": {
|
537 |
+
"mask_1": {
|
538 |
+
"IoU": 0.7763775587081909,
|
539 |
+
"Dice": 0.8741132616996765
|
540 |
+
}
|
541 |
+
}
|
542 |
+
},
|
543 |
+
"Task122_I2CVB": {
|
544 |
+
"Case03": {
|
545 |
+
"mask_1": {
|
546 |
+
"IoU": 0.5364713668823242,
|
547 |
+
"Dice": 0.6983160972595215
|
548 |
+
}
|
549 |
+
},
|
550 |
+
"Case08": {
|
551 |
+
"mask_1": {
|
552 |
+
"IoU": 0.5371365547180176,
|
553 |
+
"Dice": 0.6988794207572937
|
554 |
+
}
|
555 |
+
},
|
556 |
+
"Case13": {
|
557 |
+
"mask_1": {
|
558 |
+
"IoU": 0.5004515051841736,
|
559 |
+
"Dice": 0.6670678853988647
|
560 |
+
}
|
561 |
+
},
|
562 |
+
"Case15": {
|
563 |
+
"mask_1": {
|
564 |
+
"IoU": 0.5256418585777283,
|
565 |
+
"Dice": 0.6890763640403748
|
566 |
+
}
|
567 |
+
}
|
568 |
+
},
|
569 |
+
"Task123_ISBI": {
|
570 |
+
"Case03": {
|
571 |
+
"mask_1": {
|
572 |
+
"IoU": 0.8630168437957764,
|
573 |
+
"Dice": 0.9264724254608154
|
574 |
+
}
|
575 |
+
},
|
576 |
+
"Case08": {
|
577 |
+
"mask_1": {
|
578 |
+
"IoU": 0.8727000951766968,
|
579 |
+
"Dice": 0.9320233464241028
|
580 |
+
}
|
581 |
+
},
|
582 |
+
"Case12": {
|
583 |
+
"mask_1": {
|
584 |
+
"IoU": 0.8734145760536194,
|
585 |
+
"Dice": 0.932430624961853
|
586 |
+
}
|
587 |
+
},
|
588 |
+
"Case15": {
|
589 |
+
"mask_1": {
|
590 |
+
"IoU": 0.8725868463516235,
|
591 |
+
"Dice": 0.9319587349891663
|
592 |
+
}
|
593 |
+
},
|
594 |
+
"Case18": {
|
595 |
+
"mask_1": {
|
596 |
+
"IoU": 0.8755846619606018,
|
597 |
+
"Dice": 0.9336658120155334
|
598 |
+
}
|
599 |
+
},
|
600 |
+
"Case26": {
|
601 |
+
"mask_1": {
|
602 |
+
"IoU": 0.8790756464004517,
|
603 |
+
"Dice": 0.9356468915939331
|
604 |
+
}
|
605 |
+
}
|
606 |
+
},
|
607 |
+
"Task124_DecathProst": {
|
608 |
+
"Case00": {
|
609 |
+
"mask_1": {
|
610 |
+
"IoU": 0.8509452939033508,
|
611 |
+
"Dice": 0.919471025466919
|
612 |
+
}
|
613 |
+
},
|
614 |
+
"Case04": {
|
615 |
+
"mask_1": {
|
616 |
+
"IoU": 0.822398841381073,
|
617 |
+
"Dice": 0.9025453925132751
|
618 |
+
}
|
619 |
+
},
|
620 |
+
"Case14": {
|
621 |
+
"mask_1": {
|
622 |
+
"IoU": 0.823824405670166,
|
623 |
+
"Dice": 0.9034032225608826
|
624 |
+
}
|
625 |
+
},
|
626 |
+
"Case20": {
|
627 |
+
"mask_1": {
|
628 |
+
"IoU": 0.853958785533905,
|
629 |
+
"Dice": 0.9212273359298706
|
630 |
+
}
|
631 |
+
},
|
632 |
+
"Case25": {
|
633 |
+
"mask_1": {
|
634 |
+
"IoU": 0.8363853096961975,
|
635 |
+
"Dice": 0.9109039306640625
|
636 |
+
}
|
637 |
+
},
|
638 |
+
"Case31": {
|
639 |
+
"mask_1": {
|
640 |
+
"IoU": 0.8332545757293701,
|
641 |
+
"Dice": 0.909044086933136
|
642 |
+
}
|
643 |
+
},
|
644 |
+
"Case42": {
|
645 |
+
"mask_1": {
|
646 |
+
"IoU": 0.8355177640914917,
|
647 |
+
"Dice": 0.9103891849517822
|
648 |
+
}
|
649 |
+
}
|
650 |
+
}
|
651 |
+
}
|
652 |
+
}
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json
ADDED
@@ -0,0 +1,120 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"LSA": "False",
|
3 |
+
"SPT": "False",
|
4 |
+
"ViT_task_specific_ln": "False",
|
5 |
+
"all_tr_losses": "[]",
|
6 |
+
"all_val_eval_metrics": "[]",
|
7 |
+
"all_val_losses": "[]",
|
8 |
+
"all_val_losses_tr_mode": "[]",
|
9 |
+
"already_trained_on": "{'0': {'finished_training_on': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'start_training_on': 'Task124_DecathProst', 'finished_validation_on': [], 'used_identifier': 'nnUNetPlansv2.1', 'prev_trainer': ['nnUNetTrainerRehearsal', 'nnUNetTrainerRehearsal', 'nnUNetTrainerRehearsal', 'nnUNetTrainerRehearsal'], 'val_metrics_should_exist': False, 'checkpoint_should_exist': True, 'tasks_at_time_of_checkpoint': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'active_task_at_time_of_checkpoint': 'Task123_ISBI', 'used_seed': 3299, 'used_sample_portion': 0.25, 'used_split': ['seg_outputs']}}",
|
10 |
+
"also_val_in_tr_mode": "False",
|
11 |
+
"amp_grad_scaler": "<torch.cuda.amp.grad_scaler.GradScaler object at 0x7f68fed1fd30>",
|
12 |
+
"base_num_features": "32",
|
13 |
+
"basic_generator_patch_size": "[451 451]",
|
14 |
+
"batch_dice": "True",
|
15 |
+
"batch_size": "15",
|
16 |
+
"best_MA_tr_loss_for_patience": "None",
|
17 |
+
"best_epoch_based_on_MA_tr_loss": "None",
|
18 |
+
"best_val_eval_criterion_MA": "None",
|
19 |
+
"classes": "[1]",
|
20 |
+
"conv_per_stage": "2",
|
21 |
+
"csv": "True",
|
22 |
+
"data_aug_params": "{'selected_data_channels': None, 'selected_seg_channels': [0], 'do_elastic': False, 'elastic_deform_alpha': (0.0, 200.0), 'elastic_deform_sigma': (9.0, 13.0), 'p_eldef': 0.2, 'do_scaling': True, 'scale_range': (0.7, 1.4), 'independent_scale_factor_for_each_axis': False, 'p_independent_scale_per_axis': 1, 'p_scale': 0.2, 'do_rotation': True, 'rotation_x': (-3.141592653589793, 3.141592653589793), 'rotation_y': (-0.0, 0.0), 'rotation_z': (-0.0, 0.0), 'rotation_p_per_axis': 1, 'p_rot': 0.2, 'random_crop': False, 'random_crop_dist_to_border': None, 'do_gamma': True, 'gamma_retain_stats': True, 'gamma_range': (0.7, 1.5), 'p_gamma': 0.3, 'do_mirror': True, 'mirror_axes': (0, 1), 'dummy_2D': False, 'mask_was_used_for_normalization': OrderedDict([(0, False)]), 'border_mode_data': 'constant', 'all_segmentation_labels': None, 'move_last_seg_chanel_to_data': False, 'cascade_do_cascade_augmentations': False, 'cascade_random_binary_transform_p': 0.4, 'cascade_random_binary_transform_p_per_label': 1, 'cascade_random_binary_transform_size': (1, 8), 'cascade_remove_conn_comp_p': 0.2, 'cascade_remove_conn_comp_max_size_percent_threshold': 0.15, 'cascade_remove_conn_comp_fill_with_other_class_p': 0.0, 'do_additive_brightness': False, 'additive_brightness_p_per_sample': 0.15, 'additive_brightness_p_per_channel': 0.5, 'additive_brightness_mu': 0.0, 'additive_brightness_sigma': 0.1, 'num_threads': 12, 'num_cached_per_thread': 2, 'patch_size_for_spatialtransform': array([384, 384])}",
|
23 |
+
"dataset_directory": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst",
|
24 |
+
"deep_supervision_scales": "[[1, 1, 1], [0.5, 0.5], [0.25, 0.25], [0.125, 0.125], [0.0625, 0.0625], [0.03125, 0.03125]]",
|
25 |
+
"del_log": "False",
|
26 |
+
"deterministic": "False",
|
27 |
+
"dl_tr": "<nnunet.training.dataloading.dataset_loading.DataLoader2D object at 0x7f68f5161910>",
|
28 |
+
"dl_val": "<nnunet.training.dataloading.dataset_loading.DataLoader2D object at 0x7f68f771b820>",
|
29 |
+
"do_dummy_2D_aug": "False",
|
30 |
+
"ds_loss_weights": "[0.51612903 0.25806452 0.12903226 0.06451613 0.03225806 0. ]",
|
31 |
+
"epoch": "0",
|
32 |
+
"eval_batch": "True",
|
33 |
+
"experiment_name": "nnUNetTrainerRehearsal",
|
34 |
+
"extension": "rehearsal",
|
35 |
+
"fold": "0",
|
36 |
+
"folder_with_preprocessed_data": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/nnUNetData_plans_v2.1_2D_stage0",
|
37 |
+
"fp16": "True",
|
38 |
+
"gt_niftis_folder": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/gt_segmentations",
|
39 |
+
"identifier": "nnUNetPlansv2.1",
|
40 |
+
"inference_pad_border_mode": "constant",
|
41 |
+
"inference_pad_kwargs": "{'constant_values': 0}",
|
42 |
+
"init_args": "('seg_outputs', 'Task121_UCL', '/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/nnUNetPlansv2.1_plans_2D.pkl', 0, '/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL/nnUNetTrainerRehearsal__nnUNetPlansv2.1', '/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL', True, 0, True, False, True, 25, {'0': {'finished_training_on': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'start_training_on': 'Task124_DecathProst', 'finished_validation_on': [], 'used_identifier': 'nnUNetPlansv2.1', 'prev_trainer': ['nnUNetTrainerRehearsal', 'nnUNetTrainerRehearsal', 'nnUNetTrainerRehearsal', 'nnUNetTrainerRehearsal'], 'val_metrics_should_exist': False, 'checkpoint_should_exist': True, 'tasks_at_time_of_checkpoint': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'active_task_at_time_of_checkpoint': 'Task123_ISBI', 'used_seed': 3299, 'used_sample_portion': 0.25, 'used_split': ['seg_outputs']}}, True, 'nnUNetPlansv2.1', 'rehearsal', (['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI', 'Task124_DecathProst'], '_'), 0.25, 3299, True, True, False, False, 1, False, 'base', 1, False, True, False, False, False)",
|
43 |
+
"initial_lr": "0.01",
|
44 |
+
"log_file": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_17_22_06_39.txt",
|
45 |
+
"lr_scheduler": "None",
|
46 |
+
"lr_scheduler_eps": "0.001",
|
47 |
+
"lr_scheduler_patience": "30",
|
48 |
+
"lr_threshold": "1e-06",
|
49 |
+
"max_num_epochs": "250",
|
50 |
+
"min_region_size_per_class": "None",
|
51 |
+
"min_size_per_class": "None",
|
52 |
+
"mixed_precision": "True",
|
53 |
+
"n_support": "1",
|
54 |
+
"net_conv_kernel_sizes": "[[3, 3], [3, 3], [3, 3], [3, 3], [3, 3], [3, 3], [3, 3]]",
|
55 |
+
"net_num_pool_op_kernel_sizes": "[[2, 2], [2, 2], [2, 2], [2, 2], [2, 2], [2, 2]]",
|
56 |
+
"net_pool_per_axis": "[6, 6]",
|
57 |
+
"network_name": "2d",
|
58 |
+
"new_trainer": "True",
|
59 |
+
"normalization_schemes": "OrderedDict([(0, 'nonCT')])",
|
60 |
+
"num_batches_per_epoch": "250",
|
61 |
+
"num_classes": "2",
|
62 |
+
"num_input_channels": "1",
|
63 |
+
"num_val_batches_per_epoch": "50",
|
64 |
+
"online_eval_fn": "[]",
|
65 |
+
"online_eval_foreground_dc": "[]",
|
66 |
+
"online_eval_fp": "[]",
|
67 |
+
"online_eval_tp": "[]",
|
68 |
+
"only_keep_largest_connected_component": "None",
|
69 |
+
"optimizer": "SGD (\nParameter Group 0\n dampening: 0\n differentiable: False\n foreach: None\n lr: 0.01\n maximize: False\n momentum: 0.99\n nesterov: True\n weight_decay: 3e-05\n)",
|
70 |
+
"output_folder": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0",
|
71 |
+
"output_folder_base": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ",
|
72 |
+
"output_folder_orig": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL/nnUNetTrainerRehearsal__nnUNetPlansv2.1",
|
73 |
+
"oversample_foreground_percent": "0.33",
|
74 |
+
"pad_all_sides": "None",
|
75 |
+
"param_split": "False",
|
76 |
+
"patch_size": "[384 384]",
|
77 |
+
"patience": "50",
|
78 |
+
"pin_memory": "True",
|
79 |
+
"plans_file": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/nnUNetPlansv2.1_plans_2D.pkl",
|
80 |
+
"regions_class_order": "None",
|
81 |
+
"samples": "0.25",
|
82 |
+
"save_best_checkpoint": "True",
|
83 |
+
"save_every": "25",
|
84 |
+
"save_final_checkpoint": "True",
|
85 |
+
"save_intermediate_checkpoints": "True",
|
86 |
+
"save_latest_only": "True",
|
87 |
+
"seed": "3299",
|
88 |
+
"split": "seg_outputs",
|
89 |
+
"split_gpu": "False",
|
90 |
+
"stage": "0",
|
91 |
+
"subject_names_raw": "[]",
|
92 |
+
"task": "Task124_DecathProst",
|
93 |
+
"tasks_joined_name": "Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst",
|
94 |
+
"tasks_list_with_char": "(['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI', 'Task124_DecathProst'], '_')",
|
95 |
+
"threeD": "False",
|
96 |
+
"tr_gen": "<batchgenerators.dataloading.multi_threaded_augmenter.MultiThreadedAugmenter object at 0x7f68f5161430>",
|
97 |
+
"train_loss_MA": "None",
|
98 |
+
"train_loss_MA_alpha": "0.93",
|
99 |
+
"train_loss_MA_eps": "0.0005",
|
100 |
+
"trained_on_path": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/metadata/Generic_UNet/SEQ",
|
101 |
+
"trainer_class_name": "nnUNetTrainerRehearsal",
|
102 |
+
"trainer_model": "None",
|
103 |
+
"trainer_path": "None",
|
104 |
+
"transfer_heads": "True",
|
105 |
+
"transpose_backward": "[0, 1, 2]",
|
106 |
+
"transpose_forward": "[0, 1, 2]",
|
107 |
+
"unpack_data": "True",
|
108 |
+
"use_cbcl": "False",
|
109 |
+
"use_mask_for_norm": "OrderedDict([(0, False)])",
|
110 |
+
"use_progress_bar": "True",
|
111 |
+
"use_vit": "False",
|
112 |
+
"val_eval_criterion_MA": "0.9791025013545903",
|
113 |
+
"val_eval_criterion_alpha": "0.9",
|
114 |
+
"val_gen": "<batchgenerators.dataloading.multi_threaded_augmenter.MultiThreadedAugmenter object at 0x7f68f51197c0>",
|
115 |
+
"validation_results": "{}",
|
116 |
+
"version": "V1",
|
117 |
+
"vit_type": "base",
|
118 |
+
"was_initialized": "True",
|
119 |
+
"weight_decay": "3e-05"
|
120 |
+
}
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f3ac419dce326593b7e0b52e663798482fa773265a196a3284252afb9d9dff6
|
3 |
+
size 359810996
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:423a27e77732d1a407de7a02a892508d9bafeae2a15a5fda12d831094cd00af2
|
3 |
+
size 10410
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:26c0a9a9ac5193f5b918c2e791fa7bd355c3f24e7b0c1637b83bf28a98a0626e
|
3 |
+
size 359815464
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c1ac0acd2f56cf14a971c8e6d1227522017f2341bb1aae226f88cbc4f4f66202
|
3 |
+
size 10411
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png
ADDED
![]() |
Git LFS Details
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_17_22_06_39.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv
ADDED
@@ -0,0 +1,401 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Epoch Task subject_id seg_mask metric value
|
2 |
+
epoch_24 Task121_UCL Case01 mask_1 IoU 0.7961947917938232
|
3 |
+
epoch_24 Task121_UCL Case01 mask_1 Dice 0.8865350484848022
|
4 |
+
epoch_24 Task121_UCL Case32 mask_1 IoU 0.7722023129463196
|
5 |
+
epoch_24 Task121_UCL Case32 mask_1 Dice 0.8714606761932373
|
6 |
+
epoch_24 Task121_UCL Case34 mask_1 IoU 0.7882534265518188
|
7 |
+
epoch_24 Task121_UCL Case34 mask_1 Dice 0.8815903067588806
|
8 |
+
epoch_24 Task122_I2CVB Case03 mask_1 IoU 0.806473433971405
|
9 |
+
epoch_24 Task122_I2CVB Case03 mask_1 Dice 0.8928705453872681
|
10 |
+
epoch_24 Task122_I2CVB Case08 mask_1 IoU 0.8005700707435608
|
11 |
+
epoch_24 Task122_I2CVB Case08 mask_1 Dice 0.8892406821250916
|
12 |
+
epoch_24 Task122_I2CVB Case13 mask_1 IoU 0.791946530342102
|
13 |
+
epoch_24 Task122_I2CVB Case13 mask_1 Dice 0.8838952779769897
|
14 |
+
epoch_24 Task122_I2CVB Case15 mask_1 IoU 0.8083935379981995
|
15 |
+
epoch_24 Task122_I2CVB Case15 mask_1 Dice 0.8940460085868835
|
16 |
+
epoch_24 Task123_ISBI Case03 mask_1 IoU 0.8546789884567261
|
17 |
+
epoch_24 Task123_ISBI Case03 mask_1 Dice 0.9216462969779968
|
18 |
+
epoch_24 Task123_ISBI Case08 mask_1 IoU 0.8746649026870728
|
19 |
+
epoch_24 Task123_ISBI Case08 mask_1 Dice 0.9331426620483398
|
20 |
+
epoch_24 Task123_ISBI Case12 mask_1 IoU 0.8779659867286682
|
21 |
+
epoch_24 Task123_ISBI Case12 mask_1 Dice 0.935018002986908
|
22 |
+
epoch_24 Task123_ISBI Case15 mask_1 IoU 0.8668206930160522
|
23 |
+
epoch_24 Task123_ISBI Case15 mask_1 Dice 0.9286598563194275
|
24 |
+
epoch_24 Task123_ISBI Case18 mask_1 IoU 0.8612136840820312
|
25 |
+
epoch_24 Task123_ISBI Case18 mask_1 Dice 0.9254323840141296
|
26 |
+
epoch_24 Task123_ISBI Case26 mask_1 IoU 0.8693761825561523
|
27 |
+
epoch_24 Task123_ISBI Case26 mask_1 Dice 0.9301243424415588
|
28 |
+
epoch_24 Task124_DecathProst Case00 mask_1 IoU 0.8144856691360474
|
29 |
+
epoch_24 Task124_DecathProst Case00 mask_1 Dice 0.8977592587471008
|
30 |
+
epoch_24 Task124_DecathProst Case04 mask_1 IoU 0.8332986235618591
|
31 |
+
epoch_24 Task124_DecathProst Case04 mask_1 Dice 0.9090702533721924
|
32 |
+
epoch_24 Task124_DecathProst Case14 mask_1 IoU 0.8013941049575806
|
33 |
+
epoch_24 Task124_DecathProst Case14 mask_1 Dice 0.8897488117218018
|
34 |
+
epoch_24 Task124_DecathProst Case20 mask_1 IoU 0.8419366478919983
|
35 |
+
epoch_24 Task124_DecathProst Case20 mask_1 Dice 0.9141862988471985
|
36 |
+
epoch_24 Task124_DecathProst Case25 mask_1 IoU 0.7997853755950928
|
37 |
+
epoch_24 Task124_DecathProst Case25 mask_1 Dice 0.8887563943862915
|
38 |
+
epoch_24 Task124_DecathProst Case31 mask_1 IoU 0.8072690367698669
|
39 |
+
epoch_24 Task124_DecathProst Case31 mask_1 Dice 0.8933578729629517
|
40 |
+
epoch_24 Task124_DecathProst Case42 mask_1 IoU 0.82874995470047
|
41 |
+
epoch_24 Task124_DecathProst Case42 mask_1 Dice 0.9063567519187927
|
42 |
+
epoch_49 Task121_UCL Case01 mask_1 IoU 0.7690636515617371
|
43 |
+
epoch_49 Task121_UCL Case01 mask_1 Dice 0.8694584369659424
|
44 |
+
epoch_49 Task121_UCL Case32 mask_1 IoU 0.7683027386665344
|
45 |
+
epoch_49 Task121_UCL Case32 mask_1 Dice 0.8689719438552856
|
46 |
+
epoch_49 Task121_UCL Case34 mask_1 IoU 0.7700337767601013
|
47 |
+
epoch_49 Task121_UCL Case34 mask_1 Dice 0.8700780272483826
|
48 |
+
epoch_49 Task122_I2CVB Case03 mask_1 IoU 0.7931032776832581
|
49 |
+
epoch_49 Task122_I2CVB Case03 mask_1 Dice 0.8846152424812317
|
50 |
+
epoch_49 Task122_I2CVB Case08 mask_1 IoU 0.809262216091156
|
51 |
+
epoch_49 Task122_I2CVB Case08 mask_1 Dice 0.8945770263671875
|
52 |
+
epoch_49 Task122_I2CVB Case13 mask_1 IoU 0.8025743961334229
|
53 |
+
epoch_49 Task122_I2CVB Case13 mask_1 Dice 0.8904757499694824
|
54 |
+
epoch_49 Task122_I2CVB Case15 mask_1 IoU 0.8014066815376282
|
55 |
+
epoch_49 Task122_I2CVB Case15 mask_1 Dice 0.8897565007209778
|
56 |
+
epoch_49 Task123_ISBI Case03 mask_1 IoU 0.8829772472381592
|
57 |
+
epoch_49 Task123_ISBI Case03 mask_1 Dice 0.9378522634506226
|
58 |
+
epoch_49 Task123_ISBI Case08 mask_1 IoU 0.8830602765083313
|
59 |
+
epoch_49 Task123_ISBI Case08 mask_1 Dice 0.937899112701416
|
60 |
+
epoch_49 Task123_ISBI Case12 mask_1 IoU 0.8808988332748413
|
61 |
+
epoch_49 Task123_ISBI Case12 mask_1 Dice 0.9366785883903503
|
62 |
+
epoch_49 Task123_ISBI Case15 mask_1 IoU 0.8752524852752686
|
63 |
+
epoch_49 Task123_ISBI Case15 mask_1 Dice 0.9334769248962402
|
64 |
+
epoch_49 Task123_ISBI Case18 mask_1 IoU 0.8733767867088318
|
65 |
+
epoch_49 Task123_ISBI Case18 mask_1 Dice 0.9324091076850891
|
66 |
+
epoch_49 Task123_ISBI Case26 mask_1 IoU 0.8749183416366577
|
67 |
+
epoch_49 Task123_ISBI Case26 mask_1 Dice 0.9332869052886963
|
68 |
+
epoch_49 Task124_DecathProst Case00 mask_1 IoU 0.8398935198783875
|
69 |
+
epoch_49 Task124_DecathProst Case00 mask_1 Dice 0.9129805564880371
|
70 |
+
epoch_49 Task124_DecathProst Case04 mask_1 IoU 0.8449668288230896
|
71 |
+
epoch_49 Task124_DecathProst Case04 mask_1 Dice 0.9159696698188782
|
72 |
+
epoch_49 Task124_DecathProst Case14 mask_1 IoU 0.8403095602989197
|
73 |
+
epoch_49 Task124_DecathProst Case14 mask_1 Dice 0.913226306438446
|
74 |
+
epoch_49 Task124_DecathProst Case20 mask_1 IoU 0.846190869808197
|
75 |
+
epoch_49 Task124_DecathProst Case20 mask_1 Dice 0.9166883826255798
|
76 |
+
epoch_49 Task124_DecathProst Case25 mask_1 IoU 0.8321555852890015
|
77 |
+
epoch_49 Task124_DecathProst Case25 mask_1 Dice 0.9083896279335022
|
78 |
+
epoch_49 Task124_DecathProst Case31 mask_1 IoU 0.8307704329490662
|
79 |
+
epoch_49 Task124_DecathProst Case31 mask_1 Dice 0.9075637459754944
|
80 |
+
epoch_49 Task124_DecathProst Case42 mask_1 IoU 0.8453288674354553
|
81 |
+
epoch_49 Task124_DecathProst Case42 mask_1 Dice 0.9161823391914368
|
82 |
+
epoch_74 Task121_UCL Case01 mask_1 IoU 0.7461248636245728
|
83 |
+
epoch_74 Task121_UCL Case01 mask_1 Dice 0.854606568813324
|
84 |
+
epoch_74 Task121_UCL Case32 mask_1 IoU 0.7489896416664124
|
85 |
+
epoch_74 Task121_UCL Case32 mask_1 Dice 0.8564826846122742
|
86 |
+
epoch_74 Task121_UCL Case34 mask_1 IoU 0.7395243644714355
|
87 |
+
epoch_74 Task121_UCL Case34 mask_1 Dice 0.8502604365348816
|
88 |
+
epoch_74 Task122_I2CVB Case03 mask_1 IoU 0.7870702743530273
|
89 |
+
epoch_74 Task122_I2CVB Case03 mask_1 Dice 0.8808498382568359
|
90 |
+
epoch_74 Task122_I2CVB Case08 mask_1 IoU 0.8005079030990601
|
91 |
+
epoch_74 Task122_I2CVB Case08 mask_1 Dice 0.8892022967338562
|
92 |
+
epoch_74 Task122_I2CVB Case13 mask_1 IoU 0.8024236559867859
|
93 |
+
epoch_74 Task122_I2CVB Case13 mask_1 Dice 0.8903829455375671
|
94 |
+
epoch_74 Task122_I2CVB Case15 mask_1 IoU 0.8153941035270691
|
95 |
+
epoch_74 Task122_I2CVB Case15 mask_1 Dice 0.8983108401298523
|
96 |
+
epoch_74 Task123_ISBI Case03 mask_1 IoU 0.861195981502533
|
97 |
+
epoch_74 Task123_ISBI Case03 mask_1 Dice 0.9254221320152283
|
98 |
+
epoch_74 Task123_ISBI Case08 mask_1 IoU 0.8620359301567078
|
99 |
+
epoch_74 Task123_ISBI Case08 mask_1 Dice 0.9259068965911865
|
100 |
+
epoch_74 Task123_ISBI Case12 mask_1 IoU 0.866766631603241
|
101 |
+
epoch_74 Task123_ISBI Case12 mask_1 Dice 0.9286288022994995
|
102 |
+
epoch_74 Task123_ISBI Case15 mask_1 IoU 0.8641402721405029
|
103 |
+
epoch_74 Task123_ISBI Case15 mask_1 Dice 0.9271193742752075
|
104 |
+
epoch_74 Task123_ISBI Case18 mask_1 IoU 0.8701445460319519
|
105 |
+
epoch_74 Task123_ISBI Case18 mask_1 Dice 0.9305639266967773
|
106 |
+
epoch_74 Task123_ISBI Case26 mask_1 IoU 0.854859471321106
|
107 |
+
epoch_74 Task123_ISBI Case26 mask_1 Dice 0.9217512011528015
|
108 |
+
epoch_74 Task124_DecathProst Case00 mask_1 IoU 0.8327378034591675
|
109 |
+
epoch_74 Task124_DecathProst Case00 mask_1 Dice 0.9087364673614502
|
110 |
+
epoch_74 Task124_DecathProst Case04 mask_1 IoU 0.8353167772293091
|
111 |
+
epoch_74 Task124_DecathProst Case04 mask_1 Dice 0.9102698564529419
|
112 |
+
epoch_74 Task124_DecathProst Case14 mask_1 IoU 0.8226824998855591
|
113 |
+
epoch_74 Task124_DecathProst Case14 mask_1 Dice 0.9027162194252014
|
114 |
+
epoch_74 Task124_DecathProst Case20 mask_1 IoU 0.8310757875442505
|
115 |
+
epoch_74 Task124_DecathProst Case20 mask_1 Dice 0.907745897769928
|
116 |
+
epoch_74 Task124_DecathProst Case25 mask_1 IoU 0.8171957731246948
|
117 |
+
epoch_74 Task124_DecathProst Case25 mask_1 Dice 0.8994031548500061
|
118 |
+
epoch_74 Task124_DecathProst Case31 mask_1 IoU 0.8438335657119751
|
119 |
+
epoch_74 Task124_DecathProst Case31 mask_1 Dice 0.9153034090995789
|
120 |
+
epoch_74 Task124_DecathProst Case42 mask_1 IoU 0.833244800567627
|
121 |
+
epoch_74 Task124_DecathProst Case42 mask_1 Dice 0.9090381860733032
|
122 |
+
epoch_99 Task121_UCL Case01 mask_1 IoU 0.7528799772262573
|
123 |
+
epoch_99 Task121_UCL Case01 mask_1 Dice 0.8590205311775208
|
124 |
+
epoch_99 Task121_UCL Case32 mask_1 IoU 0.769792377948761
|
125 |
+
epoch_99 Task121_UCL Case32 mask_1 Dice 0.8699239492416382
|
126 |
+
epoch_99 Task121_UCL Case34 mask_1 IoU 0.7863079309463501
|
127 |
+
epoch_99 Task121_UCL Case34 mask_1 Dice 0.8803722262382507
|
128 |
+
epoch_99 Task122_I2CVB Case03 mask_1 IoU 0.7886571288108826
|
129 |
+
epoch_99 Task122_I2CVB Case03 mask_1 Dice 0.8818427324295044
|
130 |
+
epoch_99 Task122_I2CVB Case08 mask_1 IoU 0.8199722170829773
|
131 |
+
epoch_99 Task122_I2CVB Case08 mask_1 Dice 0.9010820984840393
|
132 |
+
epoch_99 Task122_I2CVB Case13 mask_1 IoU 0.8224369287490845
|
133 |
+
epoch_99 Task122_I2CVB Case13 mask_1 Dice 0.9025683403015137
|
134 |
+
epoch_99 Task122_I2CVB Case15 mask_1 IoU 0.8124459385871887
|
135 |
+
epoch_99 Task122_I2CVB Case15 mask_1 Dice 0.8965188264846802
|
136 |
+
epoch_99 Task123_ISBI Case03 mask_1 IoU 0.8746431469917297
|
137 |
+
epoch_99 Task123_ISBI Case03 mask_1 Dice 0.9331303238868713
|
138 |
+
epoch_99 Task123_ISBI Case08 mask_1 IoU 0.8850986957550049
|
139 |
+
epoch_99 Task123_ISBI Case08 mask_1 Dice 0.9390475749969482
|
140 |
+
epoch_99 Task123_ISBI Case12 mask_1 IoU 0.8785228729248047
|
141 |
+
epoch_99 Task123_ISBI Case12 mask_1 Dice 0.9353337287902832
|
142 |
+
epoch_99 Task123_ISBI Case15 mask_1 IoU 0.884381115436554
|
143 |
+
epoch_99 Task123_ISBI Case15 mask_1 Dice 0.9386435747146606
|
144 |
+
epoch_99 Task123_ISBI Case18 mask_1 IoU 0.872690737247467
|
145 |
+
epoch_99 Task123_ISBI Case18 mask_1 Dice 0.932017982006073
|
146 |
+
epoch_99 Task123_ISBI Case26 mask_1 IoU 0.879665195941925
|
147 |
+
epoch_99 Task123_ISBI Case26 mask_1 Dice 0.9359807372093201
|
148 |
+
epoch_99 Task124_DecathProst Case00 mask_1 IoU 0.8524261116981506
|
149 |
+
epoch_99 Task124_DecathProst Case00 mask_1 Dice 0.9203348159790039
|
150 |
+
epoch_99 Task124_DecathProst Case04 mask_1 IoU 0.8366707563400269
|
151 |
+
epoch_99 Task124_DecathProst Case04 mask_1 Dice 0.9110732078552246
|
152 |
+
epoch_99 Task124_DecathProst Case14 mask_1 IoU 0.8209964036941528
|
153 |
+
epoch_99 Task124_DecathProst Case14 mask_1 Dice 0.9017001986503601
|
154 |
+
epoch_99 Task124_DecathProst Case20 mask_1 IoU 0.8385422229766846
|
155 |
+
epoch_99 Task124_DecathProst Case20 mask_1 Dice 0.9121816158294678
|
156 |
+
epoch_99 Task124_DecathProst Case25 mask_1 IoU 0.8292972445487976
|
157 |
+
epoch_99 Task124_DecathProst Case25 mask_1 Dice 0.9066839814186096
|
158 |
+
epoch_99 Task124_DecathProst Case31 mask_1 IoU 0.8183531761169434
|
159 |
+
epoch_99 Task124_DecathProst Case31 mask_1 Dice 0.9001036882400513
|
160 |
+
epoch_99 Task124_DecathProst Case42 mask_1 IoU 0.8438897728919983
|
161 |
+
epoch_99 Task124_DecathProst Case42 mask_1 Dice 0.9153364300727844
|
162 |
+
epoch_124 Task121_UCL Case01 mask_1 IoU 0.7324978113174438
|
163 |
+
epoch_124 Task121_UCL Case01 mask_1 Dice 0.8455973863601685
|
164 |
+
epoch_124 Task121_UCL Case32 mask_1 IoU 0.7343341112136841
|
165 |
+
epoch_124 Task121_UCL Case32 mask_1 Dice 0.8468196392059326
|
166 |
+
epoch_124 Task121_UCL Case34 mask_1 IoU 0.7428317666053772
|
167 |
+
epoch_124 Task121_UCL Case34 mask_1 Dice 0.8524423241615295
|
168 |
+
epoch_124 Task122_I2CVB Case03 mask_1 IoU 0.7491341829299927
|
169 |
+
epoch_124 Task122_I2CVB Case03 mask_1 Dice 0.8565771579742432
|
170 |
+
epoch_124 Task122_I2CVB Case08 mask_1 IoU 0.8012974858283997
|
171 |
+
epoch_124 Task122_I2CVB Case08 mask_1 Dice 0.8896892070770264
|
172 |
+
epoch_124 Task122_I2CVB Case13 mask_1 IoU 0.7840169668197632
|
173 |
+
epoch_124 Task122_I2CVB Case13 mask_1 Dice 0.8789344429969788
|
174 |
+
epoch_124 Task122_I2CVB Case15 mask_1 IoU 0.7571184039115906
|
175 |
+
epoch_124 Task122_I2CVB Case15 mask_1 Dice 0.8617727756500244
|
176 |
+
epoch_124 Task123_ISBI Case03 mask_1 IoU 0.8777788281440735
|
177 |
+
epoch_124 Task123_ISBI Case03 mask_1 Dice 0.934911847114563
|
178 |
+
epoch_124 Task123_ISBI Case08 mask_1 IoU 0.8743966817855835
|
179 |
+
epoch_124 Task123_ISBI Case08 mask_1 Dice 0.9329900145530701
|
180 |
+
epoch_124 Task123_ISBI Case12 mask_1 IoU 0.8646834492683411
|
181 |
+
epoch_124 Task123_ISBI Case12 mask_1 Dice 0.9274318814277649
|
182 |
+
epoch_124 Task123_ISBI Case15 mask_1 IoU 0.8588445782661438
|
183 |
+
epoch_124 Task123_ISBI Case15 mask_1 Dice 0.9240627884864807
|
184 |
+
epoch_124 Task123_ISBI Case18 mask_1 IoU 0.8631759285926819
|
185 |
+
epoch_124 Task123_ISBI Case18 mask_1 Dice 0.92656409740448
|
186 |
+
epoch_124 Task123_ISBI Case26 mask_1 IoU 0.8759339451789856
|
187 |
+
epoch_124 Task123_ISBI Case26 mask_1 Dice 0.933864414691925
|
188 |
+
epoch_124 Task124_DecathProst Case00 mask_1 IoU 0.8359277844429016
|
189 |
+
epoch_124 Task124_DecathProst Case00 mask_1 Dice 0.9106325507164001
|
190 |
+
epoch_124 Task124_DecathProst Case04 mask_1 IoU 0.8195260167121887
|
191 |
+
epoch_124 Task124_DecathProst Case04 mask_1 Dice 0.9008126258850098
|
192 |
+
epoch_124 Task124_DecathProst Case14 mask_1 IoU 0.7853245735168457
|
193 |
+
epoch_124 Task124_DecathProst Case14 mask_1 Dice 0.8797554969787598
|
194 |
+
epoch_124 Task124_DecathProst Case20 mask_1 IoU 0.8506358861923218
|
195 |
+
epoch_124 Task124_DecathProst Case20 mask_1 Dice 0.9192903637886047
|
196 |
+
epoch_124 Task124_DecathProst Case25 mask_1 IoU 0.817009687423706
|
197 |
+
epoch_124 Task124_DecathProst Case25 mask_1 Dice 0.8992903828620911
|
198 |
+
epoch_124 Task124_DecathProst Case31 mask_1 IoU 0.846185564994812
|
199 |
+
epoch_124 Task124_DecathProst Case31 mask_1 Dice 0.9166852831840515
|
200 |
+
epoch_124 Task124_DecathProst Case42 mask_1 IoU 0.8358466029167175
|
201 |
+
epoch_124 Task124_DecathProst Case42 mask_1 Dice 0.9105843305587769
|
202 |
+
epoch_149 Task121_UCL Case01 mask_1 IoU 0.7839511632919312
|
203 |
+
epoch_149 Task121_UCL Case01 mask_1 Dice 0.8788930773735046
|
204 |
+
epoch_149 Task121_UCL Case32 mask_1 IoU 0.769972026348114
|
205 |
+
epoch_149 Task121_UCL Case32 mask_1 Dice 0.870038628578186
|
206 |
+
epoch_149 Task121_UCL Case34 mask_1 IoU 0.7572211623191833
|
207 |
+
epoch_149 Task121_UCL Case34 mask_1 Dice 0.8618393540382385
|
208 |
+
epoch_149 Task122_I2CVB Case03 mask_1 IoU 0.7935419082641602
|
209 |
+
epoch_149 Task122_I2CVB Case03 mask_1 Dice 0.8848880529403687
|
210 |
+
epoch_149 Task122_I2CVB Case08 mask_1 IoU 0.7914435863494873
|
211 |
+
epoch_149 Task122_I2CVB Case08 mask_1 Dice 0.8835819363594055
|
212 |
+
epoch_149 Task122_I2CVB Case13 mask_1 IoU 0.8035148978233337
|
213 |
+
epoch_149 Task122_I2CVB Case13 mask_1 Dice 0.8910543322563171
|
214 |
+
epoch_149 Task122_I2CVB Case15 mask_1 IoU 0.7863317131996155
|
215 |
+
epoch_149 Task122_I2CVB Case15 mask_1 Dice 0.8803871273994446
|
216 |
+
epoch_149 Task123_ISBI Case03 mask_1 IoU 0.8613344430923462
|
217 |
+
epoch_149 Task123_ISBI Case03 mask_1 Dice 0.9255020618438721
|
218 |
+
epoch_149 Task123_ISBI Case08 mask_1 IoU 0.8677570223808289
|
219 |
+
epoch_149 Task123_ISBI Case08 mask_1 Dice 0.9291968941688538
|
220 |
+
epoch_149 Task123_ISBI Case12 mask_1 IoU 0.8861457109451294
|
221 |
+
epoch_149 Task123_ISBI Case12 mask_1 Dice 0.9396365284919739
|
222 |
+
epoch_149 Task123_ISBI Case15 mask_1 IoU 0.8688080310821533
|
223 |
+
epoch_149 Task123_ISBI Case15 mask_1 Dice 0.9297991394996643
|
224 |
+
epoch_149 Task123_ISBI Case18 mask_1 IoU 0.8689879179000854
|
225 |
+
epoch_149 Task123_ISBI Case18 mask_1 Dice 0.9299021363258362
|
226 |
+
epoch_149 Task123_ISBI Case26 mask_1 IoU 0.8799960017204285
|
227 |
+
epoch_149 Task123_ISBI Case26 mask_1 Dice 0.9361679553985596
|
228 |
+
epoch_149 Task124_DecathProst Case00 mask_1 IoU 0.835875391960144
|
229 |
+
epoch_149 Task124_DecathProst Case00 mask_1 Dice 0.9106014370918274
|
230 |
+
epoch_149 Task124_DecathProst Case04 mask_1 IoU 0.8379237651824951
|
231 |
+
epoch_149 Task124_DecathProst Case04 mask_1 Dice 0.9118155837059021
|
232 |
+
epoch_149 Task124_DecathProst Case14 mask_1 IoU 0.8276983499526978
|
233 |
+
epoch_149 Task124_DecathProst Case14 mask_1 Dice 0.9057275056838989
|
234 |
+
epoch_149 Task124_DecathProst Case20 mask_1 IoU 0.8271464109420776
|
235 |
+
epoch_149 Task124_DecathProst Case20 mask_1 Dice 0.9053969383239746
|
236 |
+
epoch_149 Task124_DecathProst Case25 mask_1 IoU 0.8342841863632202
|
237 |
+
epoch_149 Task124_DecathProst Case25 mask_1 Dice 0.9096564054489136
|
238 |
+
epoch_149 Task124_DecathProst Case31 mask_1 IoU 0.8448875546455383
|
239 |
+
epoch_149 Task124_DecathProst Case31 mask_1 Dice 0.9159231185913086
|
240 |
+
epoch_149 Task124_DecathProst Case42 mask_1 IoU 0.8519334197044373
|
241 |
+
epoch_149 Task124_DecathProst Case42 mask_1 Dice 0.9200475811958313
|
242 |
+
epoch_174 Task121_UCL Case01 mask_1 IoU 0.784858226776123
|
243 |
+
epoch_174 Task121_UCL Case01 mask_1 Dice 0.8794628381729126
|
244 |
+
epoch_174 Task121_UCL Case32 mask_1 IoU 0.7565959095954895
|
245 |
+
epoch_174 Task121_UCL Case32 mask_1 Dice 0.8614342212677002
|
246 |
+
epoch_174 Task121_UCL Case34 mask_1 IoU 0.7594205737113953
|
247 |
+
epoch_174 Task121_UCL Case34 mask_1 Dice 0.8632621169090271
|
248 |
+
epoch_174 Task122_I2CVB Case03 mask_1 IoU 0.7844176888465881
|
249 |
+
epoch_174 Task122_I2CVB Case03 mask_1 Dice 0.87918621301651
|
250 |
+
epoch_174 Task122_I2CVB Case08 mask_1 IoU 0.7735049724578857
|
251 |
+
epoch_174 Task122_I2CVB Case08 mask_1 Dice 0.8722895979881287
|
252 |
+
epoch_174 Task122_I2CVB Case13 mask_1 IoU 0.765211284160614
|
253 |
+
epoch_174 Task122_I2CVB Case13 mask_1 Dice 0.8669911623001099
|
254 |
+
epoch_174 Task122_I2CVB Case15 mask_1 IoU 0.7934516668319702
|
255 |
+
epoch_174 Task122_I2CVB Case15 mask_1 Dice 0.884831964969635
|
256 |
+
epoch_174 Task123_ISBI Case03 mask_1 IoU 0.8714301586151123
|
257 |
+
epoch_174 Task123_ISBI Case03 mask_1 Dice 0.9312986135482788
|
258 |
+
epoch_174 Task123_ISBI Case08 mask_1 IoU 0.8726178407669067
|
259 |
+
epoch_174 Task123_ISBI Case08 mask_1 Dice 0.9319764375686646
|
260 |
+
epoch_174 Task123_ISBI Case12 mask_1 IoU 0.8736377358436584
|
261 |
+
epoch_174 Task123_ISBI Case12 mask_1 Dice 0.9325577616691589
|
262 |
+
epoch_174 Task123_ISBI Case15 mask_1 IoU 0.8683149218559265
|
263 |
+
epoch_174 Task123_ISBI Case15 mask_1 Dice 0.9295166730880737
|
264 |
+
epoch_174 Task123_ISBI Case18 mask_1 IoU 0.8717664480209351
|
265 |
+
epoch_174 Task123_ISBI Case18 mask_1 Dice 0.9314906597137451
|
266 |
+
epoch_174 Task123_ISBI Case26 mask_1 IoU 0.8741194009780884
|
267 |
+
epoch_174 Task123_ISBI Case26 mask_1 Dice 0.9328321218490601
|
268 |
+
epoch_174 Task124_DecathProst Case00 mask_1 IoU 0.8386950492858887
|
269 |
+
epoch_174 Task124_DecathProst Case00 mask_1 Dice 0.912272036075592
|
270 |
+
epoch_174 Task124_DecathProst Case04 mask_1 IoU 0.8605762124061584
|
271 |
+
epoch_174 Task124_DecathProst Case04 mask_1 Dice 0.925064206123352
|
272 |
+
epoch_174 Task124_DecathProst Case14 mask_1 IoU 0.8112704157829285
|
273 |
+
epoch_174 Task124_DecathProst Case14 mask_1 Dice 0.8958026170730591
|
274 |
+
epoch_174 Task124_DecathProst Case20 mask_1 IoU 0.8342004418373108
|
275 |
+
epoch_174 Task124_DecathProst Case20 mask_1 Dice 0.9096066355705261
|
276 |
+
epoch_174 Task124_DecathProst Case25 mask_1 IoU 0.8370615839958191
|
277 |
+
epoch_174 Task124_DecathProst Case25 mask_1 Dice 0.9113048911094666
|
278 |
+
epoch_174 Task124_DecathProst Case31 mask_1 IoU 0.8596470952033997
|
279 |
+
epoch_174 Task124_DecathProst Case31 mask_1 Dice 0.924527108669281
|
280 |
+
epoch_174 Task124_DecathProst Case42 mask_1 IoU 0.8373156785964966
|
281 |
+
epoch_174 Task124_DecathProst Case42 mask_1 Dice 0.9114553928375244
|
282 |
+
epoch_199 Task121_UCL Case01 mask_1 IoU 0.7300218343734741
|
283 |
+
epoch_199 Task121_UCL Case01 mask_1 Dice 0.8439452052116394
|
284 |
+
epoch_199 Task121_UCL Case32 mask_1 IoU 0.7589170932769775
|
285 |
+
epoch_199 Task121_UCL Case32 mask_1 Dice 0.8629367351531982
|
286 |
+
epoch_199 Task121_UCL Case34 mask_1 IoU 0.7480809688568115
|
287 |
+
epoch_199 Task121_UCL Case34 mask_1 Dice 0.8558882474899292
|
288 |
+
epoch_199 Task122_I2CVB Case03 mask_1 IoU 0.8047669529914856
|
289 |
+
epoch_199 Task122_I2CVB Case03 mask_1 Dice 0.8918236494064331
|
290 |
+
epoch_199 Task122_I2CVB Case08 mask_1 IoU 0.8170161247253418
|
291 |
+
epoch_199 Task122_I2CVB Case08 mask_1 Dice 0.8992943167686462
|
292 |
+
epoch_199 Task122_I2CVB Case13 mask_1 IoU 0.8068581819534302
|
293 |
+
epoch_199 Task122_I2CVB Case13 mask_1 Dice 0.8931062817573547
|
294 |
+
epoch_199 Task122_I2CVB Case15 mask_1 IoU 0.8039749264717102
|
295 |
+
epoch_199 Task122_I2CVB Case15 mask_1 Dice 0.8913371562957764
|
296 |
+
epoch_199 Task123_ISBI Case03 mask_1 IoU 0.881771981716156
|
297 |
+
epoch_199 Task123_ISBI Case03 mask_1 Dice 0.937171995639801
|
298 |
+
epoch_199 Task123_ISBI Case08 mask_1 IoU 0.8619868159294128
|
299 |
+
epoch_199 Task123_ISBI Case08 mask_1 Dice 0.9258785247802734
|
300 |
+
epoch_199 Task123_ISBI Case12 mask_1 IoU 0.8570020198822021
|
301 |
+
epoch_199 Task123_ISBI Case12 mask_1 Dice 0.9229952692985535
|
302 |
+
epoch_199 Task123_ISBI Case15 mask_1 IoU 0.8742491602897644
|
303 |
+
epoch_199 Task123_ISBI Case15 mask_1 Dice 0.9329059720039368
|
304 |
+
epoch_199 Task123_ISBI Case18 mask_1 IoU 0.8676214218139648
|
305 |
+
epoch_199 Task123_ISBI Case18 mask_1 Dice 0.9291191697120667
|
306 |
+
epoch_199 Task123_ISBI Case26 mask_1 IoU 0.8772456645965576
|
307 |
+
epoch_199 Task123_ISBI Case26 mask_1 Dice 0.9346093535423279
|
308 |
+
epoch_199 Task124_DecathProst Case00 mask_1 IoU 0.8108969330787659
|
309 |
+
epoch_199 Task124_DecathProst Case00 mask_1 Dice 0.8955749273300171
|
310 |
+
epoch_199 Task124_DecathProst Case04 mask_1 IoU 0.8099380135536194
|
311 |
+
epoch_199 Task124_DecathProst Case04 mask_1 Dice 0.8949897885322571
|
312 |
+
epoch_199 Task124_DecathProst Case14 mask_1 IoU 0.8266027569770813
|
313 |
+
epoch_199 Task124_DecathProst Case14 mask_1 Dice 0.9050711989402771
|
314 |
+
epoch_199 Task124_DecathProst Case20 mask_1 IoU 0.8362473249435425
|
315 |
+
epoch_199 Task124_DecathProst Case20 mask_1 Dice 0.9108220934867859
|
316 |
+
epoch_199 Task124_DecathProst Case25 mask_1 IoU 0.8436144590377808
|
317 |
+
epoch_199 Task124_DecathProst Case25 mask_1 Dice 0.9151744842529297
|
318 |
+
epoch_199 Task124_DecathProst Case31 mask_1 IoU 0.8450036644935608
|
319 |
+
epoch_199 Task124_DecathProst Case31 mask_1 Dice 0.9159913063049316
|
320 |
+
epoch_199 Task124_DecathProst Case42 mask_1 IoU 0.8464327454566956
|
321 |
+
epoch_199 Task124_DecathProst Case42 mask_1 Dice 0.91683030128479
|
322 |
+
epoch_224 Task121_UCL Case01 mask_1 IoU 0.7489891052246094
|
323 |
+
epoch_224 Task121_UCL Case01 mask_1 Dice 0.8564823269844055
|
324 |
+
epoch_224 Task121_UCL Case32 mask_1 IoU 0.7871301770210266
|
325 |
+
epoch_224 Task121_UCL Case32 mask_1 Dice 0.8808873295783997
|
326 |
+
epoch_224 Task121_UCL Case34 mask_1 IoU 0.7515486478805542
|
327 |
+
epoch_224 Task121_UCL Case34 mask_1 Dice 0.8581533432006836
|
328 |
+
epoch_224 Task122_I2CVB Case03 mask_1 IoU 0.7860264182090759
|
329 |
+
epoch_224 Task122_I2CVB Case03 mask_1 Dice 0.8801957368850708
|
330 |
+
epoch_224 Task122_I2CVB Case08 mask_1 IoU 0.7927323579788208
|
331 |
+
epoch_224 Task122_I2CVB Case08 mask_1 Dice 0.8843845129013062
|
332 |
+
epoch_224 Task122_I2CVB Case13 mask_1 IoU 0.7722598314285278
|
333 |
+
epoch_224 Task122_I2CVB Case13 mask_1 Dice 0.8714973330497742
|
334 |
+
epoch_224 Task122_I2CVB Case15 mask_1 IoU 0.8102759718894958
|
335 |
+
epoch_224 Task122_I2CVB Case15 mask_1 Dice 0.8951960802078247
|
336 |
+
epoch_224 Task123_ISBI Case03 mask_1 IoU 0.8678851127624512
|
337 |
+
epoch_224 Task123_ISBI Case03 mask_1 Dice 0.929270327091217
|
338 |
+
epoch_224 Task123_ISBI Case08 mask_1 IoU 0.8787941932678223
|
339 |
+
epoch_224 Task123_ISBI Case08 mask_1 Dice 0.9354874491691589
|
340 |
+
epoch_224 Task123_ISBI Case12 mask_1 IoU 0.8713233470916748
|
341 |
+
epoch_224 Task123_ISBI Case12 mask_1 Dice 0.9312376379966736
|
342 |
+
epoch_224 Task123_ISBI Case15 mask_1 IoU 0.8562734723091125
|
343 |
+
epoch_224 Task123_ISBI Case15 mask_1 Dice 0.9225725531578064
|
344 |
+
epoch_224 Task123_ISBI Case18 mask_1 IoU 0.8613993525505066
|
345 |
+
epoch_224 Task123_ISBI Case18 mask_1 Dice 0.9255395531654358
|
346 |
+
epoch_224 Task123_ISBI Case26 mask_1 IoU 0.8760278820991516
|
347 |
+
epoch_224 Task123_ISBI Case26 mask_1 Dice 0.933917760848999
|
348 |
+
epoch_224 Task124_DecathProst Case00 mask_1 IoU 0.8475022315979004
|
349 |
+
epoch_224 Task124_DecathProst Case00 mask_1 Dice 0.9174573421478271
|
350 |
+
epoch_224 Task124_DecathProst Case04 mask_1 IoU 0.8320789337158203
|
351 |
+
epoch_224 Task124_DecathProst Case04 mask_1 Dice 0.9083439707756042
|
352 |
+
epoch_224 Task124_DecathProst Case14 mask_1 IoU 0.8300269842147827
|
353 |
+
epoch_224 Task124_DecathProst Case14 mask_1 Dice 0.9071199297904968
|
354 |
+
epoch_224 Task124_DecathProst Case20 mask_1 IoU 0.8397929668426514
|
355 |
+
epoch_224 Task124_DecathProst Case20 mask_1 Dice 0.912921130657196
|
356 |
+
epoch_224 Task124_DecathProst Case25 mask_1 IoU 0.8129416704177856
|
357 |
+
epoch_224 Task124_DecathProst Case25 mask_1 Dice 0.8968205451965332
|
358 |
+
epoch_224 Task124_DecathProst Case31 mask_1 IoU 0.818936824798584
|
359 |
+
epoch_224 Task124_DecathProst Case31 mask_1 Dice 0.9004566073417664
|
360 |
+
epoch_224 Task124_DecathProst Case42 mask_1 IoU 0.8378021717071533
|
361 |
+
epoch_224 Task124_DecathProst Case42 mask_1 Dice 0.9117435812950134
|
362 |
+
epoch_249 Task121_UCL Case01 mask_1 IoU 0.76789391040802
|
363 |
+
epoch_249 Task121_UCL Case01 mask_1 Dice 0.8687103986740112
|
364 |
+
epoch_249 Task121_UCL Case32 mask_1 IoU 0.7796890735626221
|
365 |
+
epoch_249 Task121_UCL Case32 mask_1 Dice 0.8762081861495972
|
366 |
+
epoch_249 Task121_UCL Case34 mask_1 IoU 0.7770481109619141
|
367 |
+
epoch_249 Task121_UCL Case34 mask_1 Dice 0.8745380640029907
|
368 |
+
epoch_249 Task122_I2CVB Case03 mask_1 IoU 0.7460666298866272
|
369 |
+
epoch_249 Task122_I2CVB Case03 mask_1 Dice 0.854568362236023
|
370 |
+
epoch_249 Task122_I2CVB Case08 mask_1 IoU 0.8136257529258728
|
371 |
+
epoch_249 Task122_I2CVB Case08 mask_1 Dice 0.8972366452217102
|
372 |
+
epoch_249 Task122_I2CVB Case13 mask_1 IoU 0.8000783920288086
|
373 |
+
epoch_249 Task122_I2CVB Case13 mask_1 Dice 0.8889372944831848
|
374 |
+
epoch_249 Task122_I2CVB Case15 mask_1 IoU 0.8054885864257812
|
375 |
+
epoch_249 Task122_I2CVB Case15 mask_1 Dice 0.8922666311264038
|
376 |
+
epoch_249 Task123_ISBI Case03 mask_1 IoU 0.8706560730934143
|
377 |
+
epoch_249 Task123_ISBI Case03 mask_1 Dice 0.9308564066886902
|
378 |
+
epoch_249 Task123_ISBI Case08 mask_1 IoU 0.8691993355751038
|
379 |
+
epoch_249 Task123_ISBI Case08 mask_1 Dice 0.9300231337547302
|
380 |
+
epoch_249 Task123_ISBI Case12 mask_1 IoU 0.8788205981254578
|
381 |
+
epoch_249 Task123_ISBI Case12 mask_1 Dice 0.9355024099349976
|
382 |
+
epoch_249 Task123_ISBI Case15 mask_1 IoU 0.8614093065261841
|
383 |
+
epoch_249 Task123_ISBI Case15 mask_1 Dice 0.9255452752113342
|
384 |
+
epoch_249 Task123_ISBI Case18 mask_1 IoU 0.8615225553512573
|
385 |
+
epoch_249 Task123_ISBI Case18 mask_1 Dice 0.9256106615066528
|
386 |
+
epoch_249 Task123_ISBI Case26 mask_1 IoU 0.8680728673934937
|
387 |
+
epoch_249 Task123_ISBI Case26 mask_1 Dice 0.9293779730796814
|
388 |
+
epoch_249 Task124_DecathProst Case00 mask_1 IoU 0.8316096067428589
|
389 |
+
epoch_249 Task124_DecathProst Case00 mask_1 Dice 0.9080642461776733
|
390 |
+
epoch_249 Task124_DecathProst Case04 mask_1 IoU 0.8213327527046204
|
391 |
+
epoch_249 Task124_DecathProst Case04 mask_1 Dice 0.9019030332565308
|
392 |
+
epoch_249 Task124_DecathProst Case14 mask_1 IoU 0.8162379860877991
|
393 |
+
epoch_249 Task124_DecathProst Case14 mask_1 Dice 0.8988227248191833
|
394 |
+
epoch_249 Task124_DecathProst Case20 mask_1 IoU 0.839502215385437
|
395 |
+
epoch_249 Task124_DecathProst Case20 mask_1 Dice 0.9127493500709534
|
396 |
+
epoch_249 Task124_DecathProst Case25 mask_1 IoU 0.831122636795044
|
397 |
+
epoch_249 Task124_DecathProst Case25 mask_1 Dice 0.9077738523483276
|
398 |
+
epoch_249 Task124_DecathProst Case31 mask_1 IoU 0.8359344005584717
|
399 |
+
epoch_249 Task124_DecathProst Case31 mask_1 Dice 0.9106364846229553
|
400 |
+
epoch_249 Task124_DecathProst Case42 mask_1 IoU 0.8335915803909302
|
401 |
+
epoch_249 Task124_DecathProst Case42 mask_1 Dice 0.9092445969581604
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerRehearsal__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json
ADDED
@@ -0,0 +1,1302 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch_24": {
|
3 |
+
"Task121_UCL": {
|
4 |
+
"Case01": {
|
5 |
+
"mask_1": {
|
6 |
+
"IoU": 0.7961947917938232,
|
7 |
+
"Dice": 0.8865350484848022
|
8 |
+
}
|
9 |
+
},
|
10 |
+
"Case32": {
|
11 |
+
"mask_1": {
|
12 |
+
"IoU": 0.7722023129463196,
|
13 |
+
"Dice": 0.8714606761932373
|
14 |
+
}
|
15 |
+
},
|
16 |
+
"Case34": {
|
17 |
+
"mask_1": {
|
18 |
+
"IoU": 0.7882534265518188,
|
19 |
+
"Dice": 0.8815903067588806
|
20 |
+
}
|
21 |
+
}
|
22 |
+
},
|
23 |
+
"Task122_I2CVB": {
|
24 |
+
"Case03": {
|
25 |
+
"mask_1": {
|
26 |
+
"IoU": 0.806473433971405,
|
27 |
+
"Dice": 0.8928705453872681
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"Case08": {
|
31 |
+
"mask_1": {
|
32 |
+
"IoU": 0.8005700707435608,
|
33 |
+
"Dice": 0.8892406821250916
|
34 |
+
}
|
35 |
+
},
|
36 |
+
"Case13": {
|
37 |
+
"mask_1": {
|
38 |
+
"IoU": 0.791946530342102,
|
39 |
+
"Dice": 0.8838952779769897
|
40 |
+
}
|
41 |
+
},
|
42 |
+
"Case15": {
|
43 |
+
"mask_1": {
|
44 |
+
"IoU": 0.8083935379981995,
|
45 |
+
"Dice": 0.8940460085868835
|
46 |
+
}
|
47 |
+
}
|
48 |
+
},
|
49 |
+
"Task123_ISBI": {
|
50 |
+
"Case03": {
|
51 |
+
"mask_1": {
|
52 |
+
"IoU": 0.8546789884567261,
|
53 |
+
"Dice": 0.9216462969779968
|
54 |
+
}
|
55 |
+
},
|
56 |
+
"Case08": {
|
57 |
+
"mask_1": {
|
58 |
+
"IoU": 0.8746649026870728,
|
59 |
+
"Dice": 0.9331426620483398
|
60 |
+
}
|
61 |
+
},
|
62 |
+
"Case12": {
|
63 |
+
"mask_1": {
|
64 |
+
"IoU": 0.8779659867286682,
|
65 |
+
"Dice": 0.935018002986908
|
66 |
+
}
|
67 |
+
},
|
68 |
+
"Case15": {
|
69 |
+
"mask_1": {
|
70 |
+
"IoU": 0.8668206930160522,
|
71 |
+
"Dice": 0.9286598563194275
|
72 |
+
}
|
73 |
+
},
|
74 |
+
"Case18": {
|
75 |
+
"mask_1": {
|
76 |
+
"IoU": 0.8612136840820312,
|
77 |
+
"Dice": 0.9254323840141296
|
78 |
+
}
|
79 |
+
},
|
80 |
+
"Case26": {
|
81 |
+
"mask_1": {
|
82 |
+
"IoU": 0.8693761825561523,
|
83 |
+
"Dice": 0.9301243424415588
|
84 |
+
}
|
85 |
+
}
|
86 |
+
},
|
87 |
+
"Task124_DecathProst": {
|
88 |
+
"Case00": {
|
89 |
+
"mask_1": {
|
90 |
+
"IoU": 0.8144856691360474,
|
91 |
+
"Dice": 0.8977592587471008
|
92 |
+
}
|
93 |
+
},
|
94 |
+
"Case04": {
|
95 |
+
"mask_1": {
|
96 |
+
"IoU": 0.8332986235618591,
|
97 |
+
"Dice": 0.9090702533721924
|
98 |
+
}
|
99 |
+
},
|
100 |
+
"Case14": {
|
101 |
+
"mask_1": {
|
102 |
+
"IoU": 0.8013941049575806,
|
103 |
+
"Dice": 0.8897488117218018
|
104 |
+
}
|
105 |
+
},
|
106 |
+
"Case20": {
|
107 |
+
"mask_1": {
|
108 |
+
"IoU": 0.8419366478919983,
|
109 |
+
"Dice": 0.9141862988471985
|
110 |
+
}
|
111 |
+
},
|
112 |
+
"Case25": {
|
113 |
+
"mask_1": {
|
114 |
+
"IoU": 0.7997853755950928,
|
115 |
+
"Dice": 0.8887563943862915
|
116 |
+
}
|
117 |
+
},
|
118 |
+
"Case31": {
|
119 |
+
"mask_1": {
|
120 |
+
"IoU": 0.8072690367698669,
|
121 |
+
"Dice": 0.8933578729629517
|
122 |
+
}
|
123 |
+
},
|
124 |
+
"Case42": {
|
125 |
+
"mask_1": {
|
126 |
+
"IoU": 0.82874995470047,
|
127 |
+
"Dice": 0.9063567519187927
|
128 |
+
}
|
129 |
+
}
|
130 |
+
}
|
131 |
+
},
|
132 |
+
"epoch_49": {
|
133 |
+
"Task121_UCL": {
|
134 |
+
"Case01": {
|
135 |
+
"mask_1": {
|
136 |
+
"IoU": 0.7690636515617371,
|
137 |
+
"Dice": 0.8694584369659424
|
138 |
+
}
|
139 |
+
},
|
140 |
+
"Case32": {
|
141 |
+
"mask_1": {
|
142 |
+
"IoU": 0.7683027386665344,
|
143 |
+
"Dice": 0.8689719438552856
|
144 |
+
}
|
145 |
+
},
|
146 |
+
"Case34": {
|
147 |
+
"mask_1": {
|
148 |
+
"IoU": 0.7700337767601013,
|
149 |
+
"Dice": 0.8700780272483826
|
150 |
+
}
|
151 |
+
}
|
152 |
+
},
|
153 |
+
"Task122_I2CVB": {
|
154 |
+
"Case03": {
|
155 |
+
"mask_1": {
|
156 |
+
"IoU": 0.7931032776832581,
|
157 |
+
"Dice": 0.8846152424812317
|
158 |
+
}
|
159 |
+
},
|
160 |
+
"Case08": {
|
161 |
+
"mask_1": {
|
162 |
+
"IoU": 0.809262216091156,
|
163 |
+
"Dice": 0.8945770263671875
|
164 |
+
}
|
165 |
+
},
|
166 |
+
"Case13": {
|
167 |
+
"mask_1": {
|
168 |
+
"IoU": 0.8025743961334229,
|
169 |
+
"Dice": 0.8904757499694824
|
170 |
+
}
|
171 |
+
},
|
172 |
+
"Case15": {
|
173 |
+
"mask_1": {
|
174 |
+
"IoU": 0.8014066815376282,
|
175 |
+
"Dice": 0.8897565007209778
|
176 |
+
}
|
177 |
+
}
|
178 |
+
},
|
179 |
+
"Task123_ISBI": {
|
180 |
+
"Case03": {
|
181 |
+
"mask_1": {
|
182 |
+
"IoU": 0.8829772472381592,
|
183 |
+
"Dice": 0.9378522634506226
|
184 |
+
}
|
185 |
+
},
|
186 |
+
"Case08": {
|
187 |
+
"mask_1": {
|
188 |
+
"IoU": 0.8830602765083313,
|
189 |
+
"Dice": 0.937899112701416
|
190 |
+
}
|
191 |
+
},
|
192 |
+
"Case12": {
|
193 |
+
"mask_1": {
|
194 |
+
"IoU": 0.8808988332748413,
|
195 |
+
"Dice": 0.9366785883903503
|
196 |
+
}
|
197 |
+
},
|
198 |
+
"Case15": {
|
199 |
+
"mask_1": {
|
200 |
+
"IoU": 0.8752524852752686,
|
201 |
+
"Dice": 0.9334769248962402
|
202 |
+
}
|
203 |
+
},
|
204 |
+
"Case18": {
|
205 |
+
"mask_1": {
|
206 |
+
"IoU": 0.8733767867088318,
|
207 |
+
"Dice": 0.9324091076850891
|
208 |
+
}
|
209 |
+
},
|
210 |
+
"Case26": {
|
211 |
+
"mask_1": {
|
212 |
+
"IoU": 0.8749183416366577,
|
213 |
+
"Dice": 0.9332869052886963
|
214 |
+
}
|
215 |
+
}
|
216 |
+
},
|
217 |
+
"Task124_DecathProst": {
|
218 |
+
"Case00": {
|
219 |
+
"mask_1": {
|
220 |
+
"IoU": 0.8398935198783875,
|
221 |
+
"Dice": 0.9129805564880371
|
222 |
+
}
|
223 |
+
},
|
224 |
+
"Case04": {
|
225 |
+
"mask_1": {
|
226 |
+
"IoU": 0.8449668288230896,
|
227 |
+
"Dice": 0.9159696698188782
|
228 |
+
}
|
229 |
+
},
|
230 |
+
"Case14": {
|
231 |
+
"mask_1": {
|
232 |
+
"IoU": 0.8403095602989197,
|
233 |
+
"Dice": 0.913226306438446
|
234 |
+
}
|
235 |
+
},
|
236 |
+
"Case20": {
|
237 |
+
"mask_1": {
|
238 |
+
"IoU": 0.846190869808197,
|
239 |
+
"Dice": 0.9166883826255798
|
240 |
+
}
|
241 |
+
},
|
242 |
+
"Case25": {
|
243 |
+
"mask_1": {
|
244 |
+
"IoU": 0.8321555852890015,
|
245 |
+
"Dice": 0.9083896279335022
|
246 |
+
}
|
247 |
+
},
|
248 |
+
"Case31": {
|
249 |
+
"mask_1": {
|
250 |
+
"IoU": 0.8307704329490662,
|
251 |
+
"Dice": 0.9075637459754944
|
252 |
+
}
|
253 |
+
},
|
254 |
+
"Case42": {
|
255 |
+
"mask_1": {
|
256 |
+
"IoU": 0.8453288674354553,
|
257 |
+
"Dice": 0.9161823391914368
|
258 |
+
}
|
259 |
+
}
|
260 |
+
}
|
261 |
+
},
|
262 |
+
"epoch_74": {
|
263 |
+
"Task121_UCL": {
|
264 |
+
"Case01": {
|
265 |
+
"mask_1": {
|
266 |
+
"IoU": 0.7461248636245728,
|
267 |
+
"Dice": 0.854606568813324
|
268 |
+
}
|
269 |
+
},
|
270 |
+
"Case32": {
|
271 |
+
"mask_1": {
|
272 |
+
"IoU": 0.7489896416664124,
|
273 |
+
"Dice": 0.8564826846122742
|
274 |
+
}
|
275 |
+
},
|
276 |
+
"Case34": {
|
277 |
+
"mask_1": {
|
278 |
+
"IoU": 0.7395243644714355,
|
279 |
+
"Dice": 0.8502604365348816
|
280 |
+
}
|
281 |
+
}
|
282 |
+
},
|
283 |
+
"Task122_I2CVB": {
|
284 |
+
"Case03": {
|
285 |
+
"mask_1": {
|
286 |
+
"IoU": 0.7870702743530273,
|
287 |
+
"Dice": 0.8808498382568359
|
288 |
+
}
|
289 |
+
},
|
290 |
+
"Case08": {
|
291 |
+
"mask_1": {
|
292 |
+
"IoU": 0.8005079030990601,
|
293 |
+
"Dice": 0.8892022967338562
|
294 |
+
}
|
295 |
+
},
|
296 |
+
"Case13": {
|
297 |
+
"mask_1": {
|
298 |
+
"IoU": 0.8024236559867859,
|
299 |
+
"Dice": 0.8903829455375671
|
300 |
+
}
|
301 |
+
},
|
302 |
+
"Case15": {
|
303 |
+
"mask_1": {
|
304 |
+
"IoU": 0.8153941035270691,
|
305 |
+
"Dice": 0.8983108401298523
|
306 |
+
}
|
307 |
+
}
|
308 |
+
},
|
309 |
+
"Task123_ISBI": {
|
310 |
+
"Case03": {
|
311 |
+
"mask_1": {
|
312 |
+
"IoU": 0.861195981502533,
|
313 |
+
"Dice": 0.9254221320152283
|
314 |
+
}
|
315 |
+
},
|
316 |
+
"Case08": {
|
317 |
+
"mask_1": {
|
318 |
+
"IoU": 0.8620359301567078,
|
319 |
+
"Dice": 0.9259068965911865
|
320 |
+
}
|
321 |
+
},
|
322 |
+
"Case12": {
|
323 |
+
"mask_1": {
|
324 |
+
"IoU": 0.866766631603241,
|
325 |
+
"Dice": 0.9286288022994995
|
326 |
+
}
|
327 |
+
},
|
328 |
+
"Case15": {
|
329 |
+
"mask_1": {
|
330 |
+
"IoU": 0.8641402721405029,
|
331 |
+
"Dice": 0.9271193742752075
|
332 |
+
}
|
333 |
+
},
|
334 |
+
"Case18": {
|
335 |
+
"mask_1": {
|
336 |
+
"IoU": 0.8701445460319519,
|
337 |
+
"Dice": 0.9305639266967773
|
338 |
+
}
|
339 |
+
},
|
340 |
+
"Case26": {
|
341 |
+
"mask_1": {
|
342 |
+
"IoU": 0.854859471321106,
|
343 |
+
"Dice": 0.9217512011528015
|
344 |
+
}
|
345 |
+
}
|
346 |
+
},
|
347 |
+
"Task124_DecathProst": {
|
348 |
+
"Case00": {
|
349 |
+
"mask_1": {
|
350 |
+
"IoU": 0.8327378034591675,
|
351 |
+
"Dice": 0.9087364673614502
|
352 |
+
}
|
353 |
+
},
|
354 |
+
"Case04": {
|
355 |
+
"mask_1": {
|
356 |
+
"IoU": 0.8353167772293091,
|
357 |
+
"Dice": 0.9102698564529419
|
358 |
+
}
|
359 |
+
},
|
360 |
+
"Case14": {
|
361 |
+
"mask_1": {
|
362 |
+
"IoU": 0.8226824998855591,
|
363 |
+
"Dice": 0.9027162194252014
|
364 |
+
}
|
365 |
+
},
|
366 |
+
"Case20": {
|
367 |
+
"mask_1": {
|
368 |
+
"IoU": 0.8310757875442505,
|
369 |
+
"Dice": 0.907745897769928
|
370 |
+
}
|
371 |
+
},
|
372 |
+
"Case25": {
|
373 |
+
"mask_1": {
|
374 |
+
"IoU": 0.8171957731246948,
|
375 |
+
"Dice": 0.8994031548500061
|
376 |
+
}
|
377 |
+
},
|
378 |
+
"Case31": {
|
379 |
+
"mask_1": {
|
380 |
+
"IoU": 0.8438335657119751,
|
381 |
+
"Dice": 0.9153034090995789
|
382 |
+
}
|
383 |
+
},
|
384 |
+
"Case42": {
|
385 |
+
"mask_1": {
|
386 |
+
"IoU": 0.833244800567627,
|
387 |
+
"Dice": 0.9090381860733032
|
388 |
+
}
|
389 |
+
}
|
390 |
+
}
|
391 |
+
},
|
392 |
+
"epoch_99": {
|
393 |
+
"Task121_UCL": {
|
394 |
+
"Case01": {
|
395 |
+
"mask_1": {
|
396 |
+
"IoU": 0.7528799772262573,
|
397 |
+
"Dice": 0.8590205311775208
|
398 |
+
}
|
399 |
+
},
|
400 |
+
"Case32": {
|
401 |
+
"mask_1": {
|
402 |
+
"IoU": 0.769792377948761,
|
403 |
+
"Dice": 0.8699239492416382
|
404 |
+
}
|
405 |
+
},
|
406 |
+
"Case34": {
|
407 |
+
"mask_1": {
|
408 |
+
"IoU": 0.7863079309463501,
|
409 |
+
"Dice": 0.8803722262382507
|
410 |
+
}
|
411 |
+
}
|
412 |
+
},
|
413 |
+
"Task122_I2CVB": {
|
414 |
+
"Case03": {
|
415 |
+
"mask_1": {
|
416 |
+
"IoU": 0.7886571288108826,
|
417 |
+
"Dice": 0.8818427324295044
|
418 |
+
}
|
419 |
+
},
|
420 |
+
"Case08": {
|
421 |
+
"mask_1": {
|
422 |
+
"IoU": 0.8199722170829773,
|
423 |
+
"Dice": 0.9010820984840393
|
424 |
+
}
|
425 |
+
},
|
426 |
+
"Case13": {
|
427 |
+
"mask_1": {
|
428 |
+
"IoU": 0.8224369287490845,
|
429 |
+
"Dice": 0.9025683403015137
|
430 |
+
}
|
431 |
+
},
|
432 |
+
"Case15": {
|
433 |
+
"mask_1": {
|
434 |
+
"IoU": 0.8124459385871887,
|
435 |
+
"Dice": 0.8965188264846802
|
436 |
+
}
|
437 |
+
}
|
438 |
+
},
|
439 |
+
"Task123_ISBI": {
|
440 |
+
"Case03": {
|
441 |
+
"mask_1": {
|
442 |
+
"IoU": 0.8746431469917297,
|
443 |
+
"Dice": 0.9331303238868713
|
444 |
+
}
|
445 |
+
},
|
446 |
+
"Case08": {
|
447 |
+
"mask_1": {
|
448 |
+
"IoU": 0.8850986957550049,
|
449 |
+
"Dice": 0.9390475749969482
|
450 |
+
}
|
451 |
+
},
|
452 |
+
"Case12": {
|
453 |
+
"mask_1": {
|
454 |
+
"IoU": 0.8785228729248047,
|
455 |
+
"Dice": 0.9353337287902832
|
456 |
+
}
|
457 |
+
},
|
458 |
+
"Case15": {
|
459 |
+
"mask_1": {
|
460 |
+
"IoU": 0.884381115436554,
|
461 |
+
"Dice": 0.9386435747146606
|
462 |
+
}
|
463 |
+
},
|
464 |
+
"Case18": {
|
465 |
+
"mask_1": {
|
466 |
+
"IoU": 0.872690737247467,
|
467 |
+
"Dice": 0.932017982006073
|
468 |
+
}
|
469 |
+
},
|
470 |
+
"Case26": {
|
471 |
+
"mask_1": {
|
472 |
+
"IoU": 0.879665195941925,
|
473 |
+
"Dice": 0.9359807372093201
|
474 |
+
}
|
475 |
+
}
|
476 |
+
},
|
477 |
+
"Task124_DecathProst": {
|
478 |
+
"Case00": {
|
479 |
+
"mask_1": {
|
480 |
+
"IoU": 0.8524261116981506,
|
481 |
+
"Dice": 0.9203348159790039
|
482 |
+
}
|
483 |
+
},
|
484 |
+
"Case04": {
|
485 |
+
"mask_1": {
|
486 |
+
"IoU": 0.8366707563400269,
|
487 |
+
"Dice": 0.9110732078552246
|
488 |
+
}
|
489 |
+
},
|
490 |
+
"Case14": {
|
491 |
+
"mask_1": {
|
492 |
+
"IoU": 0.8209964036941528,
|
493 |
+
"Dice": 0.9017001986503601
|
494 |
+
}
|
495 |
+
},
|
496 |
+
"Case20": {
|
497 |
+
"mask_1": {
|
498 |
+
"IoU": 0.8385422229766846,
|
499 |
+
"Dice": 0.9121816158294678
|
500 |
+
}
|
501 |
+
},
|
502 |
+
"Case25": {
|
503 |
+
"mask_1": {
|
504 |
+
"IoU": 0.8292972445487976,
|
505 |
+
"Dice": 0.9066839814186096
|
506 |
+
}
|
507 |
+
},
|
508 |
+
"Case31": {
|
509 |
+
"mask_1": {
|
510 |
+
"IoU": 0.8183531761169434,
|
511 |
+
"Dice": 0.9001036882400513
|
512 |
+
}
|
513 |
+
},
|
514 |
+
"Case42": {
|
515 |
+
"mask_1": {
|
516 |
+
"IoU": 0.8438897728919983,
|
517 |
+
"Dice": 0.9153364300727844
|
518 |
+
}
|
519 |
+
}
|
520 |
+
}
|
521 |
+
},
|
522 |
+
"epoch_124": {
|
523 |
+
"Task121_UCL": {
|
524 |
+
"Case01": {
|
525 |
+
"mask_1": {
|
526 |
+
"IoU": 0.7324978113174438,
|
527 |
+
"Dice": 0.8455973863601685
|
528 |
+
}
|
529 |
+
},
|
530 |
+
"Case32": {
|
531 |
+
"mask_1": {
|
532 |
+
"IoU": 0.7343341112136841,
|
533 |
+
"Dice": 0.8468196392059326
|
534 |
+
}
|
535 |
+
},
|
536 |
+
"Case34": {
|
537 |
+
"mask_1": {
|
538 |
+
"IoU": 0.7428317666053772,
|
539 |
+
"Dice": 0.8524423241615295
|
540 |
+
}
|
541 |
+
}
|
542 |
+
},
|
543 |
+
"Task122_I2CVB": {
|
544 |
+
"Case03": {
|
545 |
+
"mask_1": {
|
546 |
+
"IoU": 0.7491341829299927,
|
547 |
+
"Dice": 0.8565771579742432
|
548 |
+
}
|
549 |
+
},
|
550 |
+
"Case08": {
|
551 |
+
"mask_1": {
|
552 |
+
"IoU": 0.8012974858283997,
|
553 |
+
"Dice": 0.8896892070770264
|
554 |
+
}
|
555 |
+
},
|
556 |
+
"Case13": {
|
557 |
+
"mask_1": {
|
558 |
+
"IoU": 0.7840169668197632,
|
559 |
+
"Dice": 0.8789344429969788
|
560 |
+
}
|
561 |
+
},
|
562 |
+
"Case15": {
|
563 |
+
"mask_1": {
|
564 |
+
"IoU": 0.7571184039115906,
|
565 |
+
"Dice": 0.8617727756500244
|
566 |
+
}
|
567 |
+
}
|
568 |
+
},
|
569 |
+
"Task123_ISBI": {
|
570 |
+
"Case03": {
|
571 |
+
"mask_1": {
|
572 |
+
"IoU": 0.8777788281440735,
|
573 |
+
"Dice": 0.934911847114563
|
574 |
+
}
|
575 |
+
},
|
576 |
+
"Case08": {
|
577 |
+
"mask_1": {
|
578 |
+
"IoU": 0.8743966817855835,
|
579 |
+
"Dice": 0.9329900145530701
|
580 |
+
}
|
581 |
+
},
|
582 |
+
"Case12": {
|
583 |
+
"mask_1": {
|
584 |
+
"IoU": 0.8646834492683411,
|
585 |
+
"Dice": 0.9274318814277649
|
586 |
+
}
|
587 |
+
},
|
588 |
+
"Case15": {
|
589 |
+
"mask_1": {
|
590 |
+
"IoU": 0.8588445782661438,
|
591 |
+
"Dice": 0.9240627884864807
|
592 |
+
}
|
593 |
+
},
|
594 |
+
"Case18": {
|
595 |
+
"mask_1": {
|
596 |
+
"IoU": 0.8631759285926819,
|
597 |
+
"Dice": 0.92656409740448
|
598 |
+
}
|
599 |
+
},
|
600 |
+
"Case26": {
|
601 |
+
"mask_1": {
|
602 |
+
"IoU": 0.8759339451789856,
|
603 |
+
"Dice": 0.933864414691925
|
604 |
+
}
|
605 |
+
}
|
606 |
+
},
|
607 |
+
"Task124_DecathProst": {
|
608 |
+
"Case00": {
|
609 |
+
"mask_1": {
|
610 |
+
"IoU": 0.8359277844429016,
|
611 |
+
"Dice": 0.9106325507164001
|
612 |
+
}
|
613 |
+
},
|
614 |
+
"Case04": {
|
615 |
+
"mask_1": {
|
616 |
+
"IoU": 0.8195260167121887,
|
617 |
+
"Dice": 0.9008126258850098
|
618 |
+
}
|
619 |
+
},
|
620 |
+
"Case14": {
|
621 |
+
"mask_1": {
|
622 |
+
"IoU": 0.7853245735168457,
|
623 |
+
"Dice": 0.8797554969787598
|
624 |
+
}
|
625 |
+
},
|
626 |
+
"Case20": {
|
627 |
+
"mask_1": {
|
628 |
+
"IoU": 0.8506358861923218,
|
629 |
+
"Dice": 0.9192903637886047
|
630 |
+
}
|
631 |
+
},
|
632 |
+
"Case25": {
|
633 |
+
"mask_1": {
|
634 |
+
"IoU": 0.817009687423706,
|
635 |
+
"Dice": 0.8992903828620911
|
636 |
+
}
|
637 |
+
},
|
638 |
+
"Case31": {
|
639 |
+
"mask_1": {
|
640 |
+
"IoU": 0.846185564994812,
|
641 |
+
"Dice": 0.9166852831840515
|
642 |
+
}
|
643 |
+
},
|
644 |
+
"Case42": {
|
645 |
+
"mask_1": {
|
646 |
+
"IoU": 0.8358466029167175,
|
647 |
+
"Dice": 0.9105843305587769
|
648 |
+
}
|
649 |
+
}
|
650 |
+
}
|
651 |
+
},
|
652 |
+
"epoch_149": {
|
653 |
+
"Task121_UCL": {
|
654 |
+
"Case01": {
|
655 |
+
"mask_1": {
|
656 |
+
"IoU": 0.7839511632919312,
|
657 |
+
"Dice": 0.8788930773735046
|
658 |
+
}
|
659 |
+
},
|
660 |
+
"Case32": {
|
661 |
+
"mask_1": {
|
662 |
+
"IoU": 0.769972026348114,
|
663 |
+
"Dice": 0.870038628578186
|
664 |
+
}
|
665 |
+
},
|
666 |
+
"Case34": {
|
667 |
+
"mask_1": {
|
668 |
+
"IoU": 0.7572211623191833,
|
669 |
+
"Dice": 0.8618393540382385
|
670 |
+
}
|
671 |
+
}
|
672 |
+
},
|
673 |
+
"Task122_I2CVB": {
|
674 |
+
"Case03": {
|
675 |
+
"mask_1": {
|
676 |
+
"IoU": 0.7935419082641602,
|
677 |
+
"Dice": 0.8848880529403687
|
678 |
+
}
|
679 |
+
},
|
680 |
+
"Case08": {
|
681 |
+
"mask_1": {
|
682 |
+
"IoU": 0.7914435863494873,
|
683 |
+
"Dice": 0.8835819363594055
|
684 |
+
}
|
685 |
+
},
|
686 |
+
"Case13": {
|
687 |
+
"mask_1": {
|
688 |
+
"IoU": 0.8035148978233337,
|
689 |
+
"Dice": 0.8910543322563171
|
690 |
+
}
|
691 |
+
},
|
692 |
+
"Case15": {
|
693 |
+
"mask_1": {
|
694 |
+
"IoU": 0.7863317131996155,
|
695 |
+
"Dice": 0.8803871273994446
|
696 |
+
}
|
697 |
+
}
|
698 |
+
},
|
699 |
+
"Task123_ISBI": {
|
700 |
+
"Case03": {
|
701 |
+
"mask_1": {
|
702 |
+
"IoU": 0.8613344430923462,
|
703 |
+
"Dice": 0.9255020618438721
|
704 |
+
}
|
705 |
+
},
|
706 |
+
"Case08": {
|
707 |
+
"mask_1": {
|
708 |
+
"IoU": 0.8677570223808289,
|
709 |
+
"Dice": 0.9291968941688538
|
710 |
+
}
|
711 |
+
},
|
712 |
+
"Case12": {
|
713 |
+
"mask_1": {
|
714 |
+
"IoU": 0.8861457109451294,
|
715 |
+
"Dice": 0.9396365284919739
|
716 |
+
}
|
717 |
+
},
|
718 |
+
"Case15": {
|
719 |
+
"mask_1": {
|
720 |
+
"IoU": 0.8688080310821533,
|
721 |
+
"Dice": 0.9297991394996643
|
722 |
+
}
|
723 |
+
},
|
724 |
+
"Case18": {
|
725 |
+
"mask_1": {
|
726 |
+
"IoU": 0.8689879179000854,
|
727 |
+
"Dice": 0.9299021363258362
|
728 |
+
}
|
729 |
+
},
|
730 |
+
"Case26": {
|
731 |
+
"mask_1": {
|
732 |
+
"IoU": 0.8799960017204285,
|
733 |
+
"Dice": 0.9361679553985596
|
734 |
+
}
|
735 |
+
}
|
736 |
+
},
|
737 |
+
"Task124_DecathProst": {
|
738 |
+
"Case00": {
|
739 |
+
"mask_1": {
|
740 |
+
"IoU": 0.835875391960144,
|
741 |
+
"Dice": 0.9106014370918274
|
742 |
+
}
|
743 |
+
},
|
744 |
+
"Case04": {
|
745 |
+
"mask_1": {
|
746 |
+
"IoU": 0.8379237651824951,
|
747 |
+
"Dice": 0.9118155837059021
|
748 |
+
}
|
749 |
+
},
|
750 |
+
"Case14": {
|
751 |
+
"mask_1": {
|
752 |
+
"IoU": 0.8276983499526978,
|
753 |
+
"Dice": 0.9057275056838989
|
754 |
+
}
|
755 |
+
},
|
756 |
+
"Case20": {
|
757 |
+
"mask_1": {
|
758 |
+
"IoU": 0.8271464109420776,
|
759 |
+
"Dice": 0.9053969383239746
|
760 |
+
}
|
761 |
+
},
|
762 |
+
"Case25": {
|
763 |
+
"mask_1": {
|
764 |
+
"IoU": 0.8342841863632202,
|
765 |
+
"Dice": 0.9096564054489136
|
766 |
+
}
|
767 |
+
},
|
768 |
+
"Case31": {
|
769 |
+
"mask_1": {
|
770 |
+
"IoU": 0.8448875546455383,
|
771 |
+
"Dice": 0.9159231185913086
|
772 |
+
}
|
773 |
+
},
|
774 |
+
"Case42": {
|
775 |
+
"mask_1": {
|
776 |
+
"IoU": 0.8519334197044373,
|
777 |
+
"Dice": 0.9200475811958313
|
778 |
+
}
|
779 |
+
}
|
780 |
+
}
|
781 |
+
},
|
782 |
+
"epoch_174": {
|
783 |
+
"Task121_UCL": {
|
784 |
+
"Case01": {
|
785 |
+
"mask_1": {
|
786 |
+
"IoU": 0.784858226776123,
|
787 |
+
"Dice": 0.8794628381729126
|
788 |
+
}
|
789 |
+
},
|
790 |
+
"Case32": {
|
791 |
+
"mask_1": {
|
792 |
+
"IoU": 0.7565959095954895,
|
793 |
+
"Dice": 0.8614342212677002
|
794 |
+
}
|
795 |
+
},
|
796 |
+
"Case34": {
|
797 |
+
"mask_1": {
|
798 |
+
"IoU": 0.7594205737113953,
|
799 |
+
"Dice": 0.8632621169090271
|
800 |
+
}
|
801 |
+
}
|
802 |
+
},
|
803 |
+
"Task122_I2CVB": {
|
804 |
+
"Case03": {
|
805 |
+
"mask_1": {
|
806 |
+
"IoU": 0.7844176888465881,
|
807 |
+
"Dice": 0.87918621301651
|
808 |
+
}
|
809 |
+
},
|
810 |
+
"Case08": {
|
811 |
+
"mask_1": {
|
812 |
+
"IoU": 0.7735049724578857,
|
813 |
+
"Dice": 0.8722895979881287
|
814 |
+
}
|
815 |
+
},
|
816 |
+
"Case13": {
|
817 |
+
"mask_1": {
|
818 |
+
"IoU": 0.765211284160614,
|
819 |
+
"Dice": 0.8669911623001099
|
820 |
+
}
|
821 |
+
},
|
822 |
+
"Case15": {
|
823 |
+
"mask_1": {
|
824 |
+
"IoU": 0.7934516668319702,
|
825 |
+
"Dice": 0.884831964969635
|
826 |
+
}
|
827 |
+
}
|
828 |
+
},
|
829 |
+
"Task123_ISBI": {
|
830 |
+
"Case03": {
|
831 |
+
"mask_1": {
|
832 |
+
"IoU": 0.8714301586151123,
|
833 |
+
"Dice": 0.9312986135482788
|
834 |
+
}
|
835 |
+
},
|
836 |
+
"Case08": {
|
837 |
+
"mask_1": {
|
838 |
+
"IoU": 0.8726178407669067,
|
839 |
+
"Dice": 0.9319764375686646
|
840 |
+
}
|
841 |
+
},
|
842 |
+
"Case12": {
|
843 |
+
"mask_1": {
|
844 |
+
"IoU": 0.8736377358436584,
|
845 |
+
"Dice": 0.9325577616691589
|
846 |
+
}
|
847 |
+
},
|
848 |
+
"Case15": {
|
849 |
+
"mask_1": {
|
850 |
+
"IoU": 0.8683149218559265,
|
851 |
+
"Dice": 0.9295166730880737
|
852 |
+
}
|
853 |
+
},
|
854 |
+
"Case18": {
|
855 |
+
"mask_1": {
|
856 |
+
"IoU": 0.8717664480209351,
|
857 |
+
"Dice": 0.9314906597137451
|
858 |
+
}
|
859 |
+
},
|
860 |
+
"Case26": {
|
861 |
+
"mask_1": {
|
862 |
+
"IoU": 0.8741194009780884,
|
863 |
+
"Dice": 0.9328321218490601
|
864 |
+
}
|
865 |
+
}
|
866 |
+
},
|
867 |
+
"Task124_DecathProst": {
|
868 |
+
"Case00": {
|
869 |
+
"mask_1": {
|
870 |
+
"IoU": 0.8386950492858887,
|
871 |
+
"Dice": 0.912272036075592
|
872 |
+
}
|
873 |
+
},
|
874 |
+
"Case04": {
|
875 |
+
"mask_1": {
|
876 |
+
"IoU": 0.8605762124061584,
|
877 |
+
"Dice": 0.925064206123352
|
878 |
+
}
|
879 |
+
},
|
880 |
+
"Case14": {
|
881 |
+
"mask_1": {
|
882 |
+
"IoU": 0.8112704157829285,
|
883 |
+
"Dice": 0.8958026170730591
|
884 |
+
}
|
885 |
+
},
|
886 |
+
"Case20": {
|
887 |
+
"mask_1": {
|
888 |
+
"IoU": 0.8342004418373108,
|
889 |
+
"Dice": 0.9096066355705261
|
890 |
+
}
|
891 |
+
},
|
892 |
+
"Case25": {
|
893 |
+
"mask_1": {
|
894 |
+
"IoU": 0.8370615839958191,
|
895 |
+
"Dice": 0.9113048911094666
|
896 |
+
}
|
897 |
+
},
|
898 |
+
"Case31": {
|
899 |
+
"mask_1": {
|
900 |
+
"IoU": 0.8596470952033997,
|
901 |
+
"Dice": 0.924527108669281
|
902 |
+
}
|
903 |
+
},
|
904 |
+
"Case42": {
|
905 |
+
"mask_1": {
|
906 |
+
"IoU": 0.8373156785964966,
|
907 |
+
"Dice": 0.9114553928375244
|
908 |
+
}
|
909 |
+
}
|
910 |
+
}
|
911 |
+
},
|
912 |
+
"epoch_199": {
|
913 |
+
"Task121_UCL": {
|
914 |
+
"Case01": {
|
915 |
+
"mask_1": {
|
916 |
+
"IoU": 0.7300218343734741,
|
917 |
+
"Dice": 0.8439452052116394
|
918 |
+
}
|
919 |
+
},
|
920 |
+
"Case32": {
|
921 |
+
"mask_1": {
|
922 |
+
"IoU": 0.7589170932769775,
|
923 |
+
"Dice": 0.8629367351531982
|
924 |
+
}
|
925 |
+
},
|
926 |
+
"Case34": {
|
927 |
+
"mask_1": {
|
928 |
+
"IoU": 0.7480809688568115,
|
929 |
+
"Dice": 0.8558882474899292
|
930 |
+
}
|
931 |
+
}
|
932 |
+
},
|
933 |
+
"Task122_I2CVB": {
|
934 |
+
"Case03": {
|
935 |
+
"mask_1": {
|
936 |
+
"IoU": 0.8047669529914856,
|
937 |
+
"Dice": 0.8918236494064331
|
938 |
+
}
|
939 |
+
},
|
940 |
+
"Case08": {
|
941 |
+
"mask_1": {
|
942 |
+
"IoU": 0.8170161247253418,
|
943 |
+
"Dice": 0.8992943167686462
|
944 |
+
}
|
945 |
+
},
|
946 |
+
"Case13": {
|
947 |
+
"mask_1": {
|
948 |
+
"IoU": 0.8068581819534302,
|
949 |
+
"Dice": 0.8931062817573547
|
950 |
+
}
|
951 |
+
},
|
952 |
+
"Case15": {
|
953 |
+
"mask_1": {
|
954 |
+
"IoU": 0.8039749264717102,
|
955 |
+
"Dice": 0.8913371562957764
|
956 |
+
}
|
957 |
+
}
|
958 |
+
},
|
959 |
+
"Task123_ISBI": {
|
960 |
+
"Case03": {
|
961 |
+
"mask_1": {
|
962 |
+
"IoU": 0.881771981716156,
|
963 |
+
"Dice": 0.937171995639801
|
964 |
+
}
|
965 |
+
},
|
966 |
+
"Case08": {
|
967 |
+
"mask_1": {
|
968 |
+
"IoU": 0.8619868159294128,
|
969 |
+
"Dice": 0.9258785247802734
|
970 |
+
}
|
971 |
+
},
|
972 |
+
"Case12": {
|
973 |
+
"mask_1": {
|
974 |
+
"IoU": 0.8570020198822021,
|
975 |
+
"Dice": 0.9229952692985535
|
976 |
+
}
|
977 |
+
},
|
978 |
+
"Case15": {
|
979 |
+
"mask_1": {
|
980 |
+
"IoU": 0.8742491602897644,
|
981 |
+
"Dice": 0.9329059720039368
|
982 |
+
}
|
983 |
+
},
|
984 |
+
"Case18": {
|
985 |
+
"mask_1": {
|
986 |
+
"IoU": 0.8676214218139648,
|
987 |
+
"Dice": 0.9291191697120667
|
988 |
+
}
|
989 |
+
},
|
990 |
+
"Case26": {
|
991 |
+
"mask_1": {
|
992 |
+
"IoU": 0.8772456645965576,
|
993 |
+
"Dice": 0.9346093535423279
|
994 |
+
}
|
995 |
+
}
|
996 |
+
},
|
997 |
+
"Task124_DecathProst": {
|
998 |
+
"Case00": {
|
999 |
+
"mask_1": {
|
1000 |
+
"IoU": 0.8108969330787659,
|
1001 |
+
"Dice": 0.8955749273300171
|
1002 |
+
}
|
1003 |
+
},
|
1004 |
+
"Case04": {
|
1005 |
+
"mask_1": {
|
1006 |
+
"IoU": 0.8099380135536194,
|
1007 |
+
"Dice": 0.8949897885322571
|
1008 |
+
}
|
1009 |
+
},
|
1010 |
+
"Case14": {
|
1011 |
+
"mask_1": {
|
1012 |
+
"IoU": 0.8266027569770813,
|
1013 |
+
"Dice": 0.9050711989402771
|
1014 |
+
}
|
1015 |
+
},
|
1016 |
+
"Case20": {
|
1017 |
+
"mask_1": {
|
1018 |
+
"IoU": 0.8362473249435425,
|
1019 |
+
"Dice": 0.9108220934867859
|
1020 |
+
}
|
1021 |
+
},
|
1022 |
+
"Case25": {
|
1023 |
+
"mask_1": {
|
1024 |
+
"IoU": 0.8436144590377808,
|
1025 |
+
"Dice": 0.9151744842529297
|
1026 |
+
}
|
1027 |
+
},
|
1028 |
+
"Case31": {
|
1029 |
+
"mask_1": {
|
1030 |
+
"IoU": 0.8450036644935608,
|
1031 |
+
"Dice": 0.9159913063049316
|
1032 |
+
}
|
1033 |
+
},
|
1034 |
+
"Case42": {
|
1035 |
+
"mask_1": {
|
1036 |
+
"IoU": 0.8464327454566956,
|
1037 |
+
"Dice": 0.91683030128479
|
1038 |
+
}
|
1039 |
+
}
|
1040 |
+
}
|
1041 |
+
},
|
1042 |
+
"epoch_224": {
|
1043 |
+
"Task121_UCL": {
|
1044 |
+
"Case01": {
|
1045 |
+
"mask_1": {
|
1046 |
+
"IoU": 0.7489891052246094,
|
1047 |
+
"Dice": 0.8564823269844055
|
1048 |
+
}
|
1049 |
+
},
|
1050 |
+
"Case32": {
|
1051 |
+
"mask_1": {
|
1052 |
+
"IoU": 0.7871301770210266,
|
1053 |
+
"Dice": 0.8808873295783997
|
1054 |
+
}
|
1055 |
+
},
|
1056 |
+
"Case34": {
|
1057 |
+
"mask_1": {
|
1058 |
+
"IoU": 0.7515486478805542,
|
1059 |
+
"Dice": 0.8581533432006836
|
1060 |
+
}
|
1061 |
+
}
|
1062 |
+
},
|
1063 |
+
"Task122_I2CVB": {
|
1064 |
+
"Case03": {
|
1065 |
+
"mask_1": {
|
1066 |
+
"IoU": 0.7860264182090759,
|
1067 |
+
"Dice": 0.8801957368850708
|
1068 |
+
}
|
1069 |
+
},
|
1070 |
+
"Case08": {
|
1071 |
+
"mask_1": {
|
1072 |
+
"IoU": 0.7927323579788208,
|
1073 |
+
"Dice": 0.8843845129013062
|
1074 |
+
}
|
1075 |
+
},
|
1076 |
+
"Case13": {
|
1077 |
+
"mask_1": {
|
1078 |
+
"IoU": 0.7722598314285278,
|
1079 |
+
"Dice": 0.8714973330497742
|
1080 |
+
}
|
1081 |
+
},
|
1082 |
+
"Case15": {
|
1083 |
+
"mask_1": {
|
1084 |
+
"IoU": 0.8102759718894958,
|
1085 |
+
"Dice": 0.8951960802078247
|
1086 |
+
}
|
1087 |
+
}
|
1088 |
+
},
|
1089 |
+
"Task123_ISBI": {
|
1090 |
+
"Case03": {
|
1091 |
+
"mask_1": {
|
1092 |
+
"IoU": 0.8678851127624512,
|
1093 |
+
"Dice": 0.929270327091217
|
1094 |
+
}
|
1095 |
+
},
|
1096 |
+
"Case08": {
|
1097 |
+
"mask_1": {
|
1098 |
+
"IoU": 0.8787941932678223,
|
1099 |
+
"Dice": 0.9354874491691589
|
1100 |
+
}
|
1101 |
+
},
|
1102 |
+
"Case12": {
|
1103 |
+
"mask_1": {
|
1104 |
+
"IoU": 0.8713233470916748,
|
1105 |
+
"Dice": 0.9312376379966736
|
1106 |
+
}
|
1107 |
+
},
|
1108 |
+
"Case15": {
|
1109 |
+
"mask_1": {
|
1110 |
+
"IoU": 0.8562734723091125,
|
1111 |
+
"Dice": 0.9225725531578064
|
1112 |
+
}
|
1113 |
+
},
|
1114 |
+
"Case18": {
|
1115 |
+
"mask_1": {
|
1116 |
+
"IoU": 0.8613993525505066,
|
1117 |
+
"Dice": 0.9255395531654358
|
1118 |
+
}
|
1119 |
+
},
|
1120 |
+
"Case26": {
|
1121 |
+
"mask_1": {
|
1122 |
+
"IoU": 0.8760278820991516,
|
1123 |
+
"Dice": 0.933917760848999
|
1124 |
+
}
|
1125 |
+
}
|
1126 |
+
},
|
1127 |
+
"Task124_DecathProst": {
|
1128 |
+
"Case00": {
|
1129 |
+
"mask_1": {
|
1130 |
+
"IoU": 0.8475022315979004,
|
1131 |
+
"Dice": 0.9174573421478271
|
1132 |
+
}
|
1133 |
+
},
|
1134 |
+
"Case04": {
|
1135 |
+
"mask_1": {
|
1136 |
+
"IoU": 0.8320789337158203,
|
1137 |
+
"Dice": 0.9083439707756042
|
1138 |
+
}
|
1139 |
+
},
|
1140 |
+
"Case14": {
|
1141 |
+
"mask_1": {
|
1142 |
+
"IoU": 0.8300269842147827,
|
1143 |
+
"Dice": 0.9071199297904968
|
1144 |
+
}
|
1145 |
+
},
|
1146 |
+
"Case20": {
|
1147 |
+
"mask_1": {
|
1148 |
+
"IoU": 0.8397929668426514,
|
1149 |
+
"Dice": 0.912921130657196
|
1150 |
+
}
|
1151 |
+
},
|
1152 |
+
"Case25": {
|
1153 |
+
"mask_1": {
|
1154 |
+
"IoU": 0.8129416704177856,
|
1155 |
+
"Dice": 0.8968205451965332
|
1156 |
+
}
|
1157 |
+
},
|
1158 |
+
"Case31": {
|
1159 |
+
"mask_1": {
|
1160 |
+
"IoU": 0.818936824798584,
|
1161 |
+
"Dice": 0.9004566073417664
|
1162 |
+
}
|
1163 |
+
},
|
1164 |
+
"Case42": {
|
1165 |
+
"mask_1": {
|
1166 |
+
"IoU": 0.8378021717071533,
|
1167 |
+
"Dice": 0.9117435812950134
|
1168 |
+
}
|
1169 |
+
}
|
1170 |
+
}
|
1171 |
+
},
|
1172 |
+
"epoch_249": {
|
1173 |
+
"Task121_UCL": {
|
1174 |
+
"Case01": {
|
1175 |
+
"mask_1": {
|
1176 |
+
"IoU": 0.76789391040802,
|
1177 |
+
"Dice": 0.8687103986740112
|
1178 |
+
}
|
1179 |
+
},
|
1180 |
+
"Case32": {
|
1181 |
+
"mask_1": {
|
1182 |
+
"IoU": 0.7796890735626221,
|
1183 |
+
"Dice": 0.8762081861495972
|
1184 |
+
}
|
1185 |
+
},
|
1186 |
+
"Case34": {
|
1187 |
+
"mask_1": {
|
1188 |
+
"IoU": 0.7770481109619141,
|
1189 |
+
"Dice": 0.8745380640029907
|
1190 |
+
}
|
1191 |
+
}
|
1192 |
+
},
|
1193 |
+
"Task122_I2CVB": {
|
1194 |
+
"Case03": {
|
1195 |
+
"mask_1": {
|
1196 |
+
"IoU": 0.7460666298866272,
|
1197 |
+
"Dice": 0.854568362236023
|
1198 |
+
}
|
1199 |
+
},
|
1200 |
+
"Case08": {
|
1201 |
+
"mask_1": {
|
1202 |
+
"IoU": 0.8136257529258728,
|
1203 |
+
"Dice": 0.8972366452217102
|
1204 |
+
}
|
1205 |
+
},
|
1206 |
+
"Case13": {
|
1207 |
+
"mask_1": {
|
1208 |
+
"IoU": 0.8000783920288086,
|
1209 |
+
"Dice": 0.8889372944831848
|
1210 |
+
}
|
1211 |
+
},
|
1212 |
+
"Case15": {
|
1213 |
+
"mask_1": {
|
1214 |
+
"IoU": 0.8054885864257812,
|
1215 |
+
"Dice": 0.8922666311264038
|
1216 |
+
}
|
1217 |
+
}
|
1218 |
+
},
|
1219 |
+
"Task123_ISBI": {
|
1220 |
+
"Case03": {
|
1221 |
+
"mask_1": {
|
1222 |
+
"IoU": 0.8706560730934143,
|
1223 |
+
"Dice": 0.9308564066886902
|
1224 |
+
}
|
1225 |
+
},
|
1226 |
+
"Case08": {
|
1227 |
+
"mask_1": {
|
1228 |
+
"IoU": 0.8691993355751038,
|
1229 |
+
"Dice": 0.9300231337547302
|
1230 |
+
}
|
1231 |
+
},
|
1232 |
+
"Case12": {
|
1233 |
+
"mask_1": {
|
1234 |
+
"IoU": 0.8788205981254578,
|
1235 |
+
"Dice": 0.9355024099349976
|
1236 |
+
}
|
1237 |
+
},
|
1238 |
+
"Case15": {
|
1239 |
+
"mask_1": {
|
1240 |
+
"IoU": 0.8614093065261841,
|
1241 |
+
"Dice": 0.9255452752113342
|
1242 |
+
}
|
1243 |
+
},
|
1244 |
+
"Case18": {
|
1245 |
+
"mask_1": {
|
1246 |
+
"IoU": 0.8615225553512573,
|
1247 |
+
"Dice": 0.9256106615066528
|
1248 |
+
}
|
1249 |
+
},
|
1250 |
+
"Case26": {
|
1251 |
+
"mask_1": {
|
1252 |
+
"IoU": 0.8680728673934937,
|
1253 |
+
"Dice": 0.9293779730796814
|
1254 |
+
}
|
1255 |
+
}
|
1256 |
+
},
|
1257 |
+
"Task124_DecathProst": {
|
1258 |
+
"Case00": {
|
1259 |
+
"mask_1": {
|
1260 |
+
"IoU": 0.8316096067428589,
|
1261 |
+
"Dice": 0.9080642461776733
|
1262 |
+
}
|
1263 |
+
},
|
1264 |
+
"Case04": {
|
1265 |
+
"mask_1": {
|
1266 |
+
"IoU": 0.8213327527046204,
|
1267 |
+
"Dice": 0.9019030332565308
|
1268 |
+
}
|
1269 |
+
},
|
1270 |
+
"Case14": {
|
1271 |
+
"mask_1": {
|
1272 |
+
"IoU": 0.8162379860877991,
|
1273 |
+
"Dice": 0.8988227248191833
|
1274 |
+
}
|
1275 |
+
},
|
1276 |
+
"Case20": {
|
1277 |
+
"mask_1": {
|
1278 |
+
"IoU": 0.839502215385437,
|
1279 |
+
"Dice": 0.9127493500709534
|
1280 |
+
}
|
1281 |
+
},
|
1282 |
+
"Case25": {
|
1283 |
+
"mask_1": {
|
1284 |
+
"IoU": 0.831122636795044,
|
1285 |
+
"Dice": 0.9077738523483276
|
1286 |
+
}
|
1287 |
+
},
|
1288 |
+
"Case31": {
|
1289 |
+
"mask_1": {
|
1290 |
+
"IoU": 0.8359344005584717,
|
1291 |
+
"Dice": 0.9106364846229553
|
1292 |
+
}
|
1293 |
+
},
|
1294 |
+
"Case42": {
|
1295 |
+
"mask_1": {
|
1296 |
+
"IoU": 0.8335915803909302,
|
1297 |
+
"Dice": 0.9092445969581604
|
1298 |
+
}
|
1299 |
+
}
|
1300 |
+
}
|
1301 |
+
}
|
1302 |
+
}
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/debug.json
ADDED
@@ -0,0 +1,118 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"LSA": "False",
|
3 |
+
"SPT": "False",
|
4 |
+
"ViT_task_specific_ln": "False",
|
5 |
+
"all_tr_losses": "[]",
|
6 |
+
"all_val_eval_metrics": "[]",
|
7 |
+
"all_val_losses": "[]",
|
8 |
+
"all_val_losses_tr_mode": "[]",
|
9 |
+
"already_trained_on": "{'0': {'finished_training_on': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'start_training_on': 'Task124_DecathProst', 'finished_validation_on': [], 'used_identifier': 'nnUNetPlansv2.1', 'prev_trainer': ['nnUNetTrainerSequential', 'nnUNetTrainerSequential', 'nnUNetTrainerSequential', 'nnUNetTrainerSequential'], 'val_metrics_should_exist': False, 'checkpoint_should_exist': True, 'tasks_at_time_of_checkpoint': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'active_task_at_time_of_checkpoint': 'Task123_ISBI', 'used_split': ['seg_outputs']}}",
|
10 |
+
"also_val_in_tr_mode": "False",
|
11 |
+
"amp_grad_scaler": "<torch.cuda.amp.grad_scaler.GradScaler object at 0x7feeb1d2a580>",
|
12 |
+
"base_num_features": "32",
|
13 |
+
"basic_generator_patch_size": "[451 451]",
|
14 |
+
"batch_dice": "True",
|
15 |
+
"batch_size": "15",
|
16 |
+
"best_MA_tr_loss_for_patience": "None",
|
17 |
+
"best_epoch_based_on_MA_tr_loss": "None",
|
18 |
+
"best_val_eval_criterion_MA": "None",
|
19 |
+
"classes": "[1]",
|
20 |
+
"conv_per_stage": "2",
|
21 |
+
"csv": "True",
|
22 |
+
"data_aug_params": "{'selected_data_channels': None, 'selected_seg_channels': [0], 'do_elastic': False, 'elastic_deform_alpha': (0.0, 200.0), 'elastic_deform_sigma': (9.0, 13.0), 'p_eldef': 0.2, 'do_scaling': True, 'scale_range': (0.7, 1.4), 'independent_scale_factor_for_each_axis': False, 'p_independent_scale_per_axis': 1, 'p_scale': 0.2, 'do_rotation': True, 'rotation_x': (-3.141592653589793, 3.141592653589793), 'rotation_y': (-0.0, 0.0), 'rotation_z': (-0.0, 0.0), 'rotation_p_per_axis': 1, 'p_rot': 0.2, 'random_crop': False, 'random_crop_dist_to_border': None, 'do_gamma': True, 'gamma_retain_stats': True, 'gamma_range': (0.7, 1.5), 'p_gamma': 0.3, 'do_mirror': True, 'mirror_axes': (0, 1), 'dummy_2D': False, 'mask_was_used_for_normalization': OrderedDict([(0, False)]), 'border_mode_data': 'constant', 'all_segmentation_labels': None, 'move_last_seg_chanel_to_data': False, 'cascade_do_cascade_augmentations': False, 'cascade_random_binary_transform_p': 0.4, 'cascade_random_binary_transform_p_per_label': 1, 'cascade_random_binary_transform_size': (1, 8), 'cascade_remove_conn_comp_p': 0.2, 'cascade_remove_conn_comp_max_size_percent_threshold': 0.15, 'cascade_remove_conn_comp_fill_with_other_class_p': 0.0, 'do_additive_brightness': False, 'additive_brightness_p_per_sample': 0.15, 'additive_brightness_p_per_channel': 0.5, 'additive_brightness_mu': 0.0, 'additive_brightness_sigma': 0.1, 'num_threads': 12, 'num_cached_per_thread': 2, 'patch_size_for_spatialtransform': array([384, 384])}",
|
23 |
+
"dataset_directory": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst",
|
24 |
+
"deep_supervision_scales": "[[1, 1, 1], [0.5, 0.5], [0.25, 0.25], [0.125, 0.125], [0.0625, 0.0625], [0.03125, 0.03125]]",
|
25 |
+
"del_log": "False",
|
26 |
+
"deterministic": "False",
|
27 |
+
"dl_tr": "<nnunet.training.dataloading.dataset_loading.DataLoader2D object at 0x7fedadf8aeb0>",
|
28 |
+
"dl_val": "<nnunet.training.dataloading.dataset_loading.DataLoader2D object at 0x7fec9026f430>",
|
29 |
+
"do_dummy_2D_aug": "False",
|
30 |
+
"ds_loss_weights": "[0.51612903 0.25806452 0.12903226 0.06451613 0.03225806 0. ]",
|
31 |
+
"epoch": "0",
|
32 |
+
"eval_batch": "True",
|
33 |
+
"experiment_name": "nnUNetTrainerSequential",
|
34 |
+
"extension": "sequential",
|
35 |
+
"fold": "0",
|
36 |
+
"folder_with_preprocessed_data": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/nnUNetData_plans_v2.1_2D_stage0",
|
37 |
+
"fp16": "True",
|
38 |
+
"gt_niftis_folder": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/gt_segmentations",
|
39 |
+
"identifier": "nnUNetPlansv2.1",
|
40 |
+
"inference_pad_border_mode": "constant",
|
41 |
+
"inference_pad_kwargs": "{'constant_values': 0}",
|
42 |
+
"init_args": "('seg_outputs', 'Task121_UCL', '/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/nnUNetPlansv2.1_plans_2D.pkl', 0, '/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ', '/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL', True, 0, True, False, True, 50, {'0': {'finished_training_on': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'start_training_on': 'Task124_DecathProst', 'finished_validation_on': [], 'used_identifier': 'nnUNetPlansv2.1', 'prev_trainer': ['nnUNetTrainerSequential', 'nnUNetTrainerSequential', 'nnUNetTrainerSequential', 'nnUNetTrainerSequential'], 'val_metrics_should_exist': False, 'checkpoint_should_exist': True, 'tasks_at_time_of_checkpoint': ['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI'], 'active_task_at_time_of_checkpoint': 'Task123_ISBI', 'used_split': ['seg_outputs']}}, True, 'nnUNetPlansv2.1', 'sequential', (['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI', 'Task124_DecathProst'], '_'), True, True, False, False, 1, False, 'base', 1, False, True, False, False, False)",
|
43 |
+
"initial_lr": "0.01",
|
44 |
+
"log_file": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_18_01_21_55.txt",
|
45 |
+
"lr_scheduler": "None",
|
46 |
+
"lr_scheduler_eps": "0.001",
|
47 |
+
"lr_scheduler_patience": "30",
|
48 |
+
"lr_threshold": "1e-06",
|
49 |
+
"max_num_epochs": "250",
|
50 |
+
"min_region_size_per_class": "None",
|
51 |
+
"min_size_per_class": "None",
|
52 |
+
"mixed_precision": "True",
|
53 |
+
"n_support": "1",
|
54 |
+
"net_conv_kernel_sizes": "[[3, 3], [3, 3], [3, 3], [3, 3], [3, 3], [3, 3], [3, 3]]",
|
55 |
+
"net_num_pool_op_kernel_sizes": "[[2, 2], [2, 2], [2, 2], [2, 2], [2, 2], [2, 2]]",
|
56 |
+
"net_pool_per_axis": "[6, 6]",
|
57 |
+
"network_name": "2d",
|
58 |
+
"new_trainer": "True",
|
59 |
+
"normalization_schemes": "OrderedDict([(0, 'nonCT')])",
|
60 |
+
"num_batches_per_epoch": "250",
|
61 |
+
"num_classes": "2",
|
62 |
+
"num_input_channels": "1",
|
63 |
+
"num_val_batches_per_epoch": "50",
|
64 |
+
"online_eval_fn": "[]",
|
65 |
+
"online_eval_foreground_dc": "[]",
|
66 |
+
"online_eval_fp": "[]",
|
67 |
+
"online_eval_tp": "[]",
|
68 |
+
"only_keep_largest_connected_component": "None",
|
69 |
+
"optimizer": "SGD (\nParameter Group 0\n dampening: 0\n differentiable: False\n foreach: None\n lr: 0.01\n maximize: False\n momentum: 0.99\n nesterov: True\n weight_decay: 3e-05\n)",
|
70 |
+
"output_folder": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0",
|
71 |
+
"output_folder_base": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ",
|
72 |
+
"output_folder_orig": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1",
|
73 |
+
"oversample_foreground_percent": "0.33",
|
74 |
+
"pad_all_sides": "None",
|
75 |
+
"param_split": "False",
|
76 |
+
"patch_size": "[384 384]",
|
77 |
+
"patience": "50",
|
78 |
+
"pin_memory": "True",
|
79 |
+
"plans_file": "/home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/nnUNetPlansv2.1_plans_2D.pkl",
|
80 |
+
"regions_class_order": "None",
|
81 |
+
"save_best_checkpoint": "True",
|
82 |
+
"save_every": "50",
|
83 |
+
"save_final_checkpoint": "True",
|
84 |
+
"save_intermediate_checkpoints": "True",
|
85 |
+
"save_latest_only": "True",
|
86 |
+
"split": "seg_outputs",
|
87 |
+
"split_gpu": "False",
|
88 |
+
"stage": "0",
|
89 |
+
"subject_names_raw": "[]",
|
90 |
+
"task": "Task124_DecathProst",
|
91 |
+
"tasks_joined_name": "Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst",
|
92 |
+
"tasks_list_with_char": "(['Task121_UCL', 'Task122_I2CVB', 'Task123_ISBI', 'Task124_DecathProst'], '_')",
|
93 |
+
"threeD": "False",
|
94 |
+
"tr_gen": "<batchgenerators.dataloading.multi_threaded_augmenter.MultiThreadedAugmenter object at 0x7fedadf82430>",
|
95 |
+
"train_loss_MA": "None",
|
96 |
+
"train_loss_MA_alpha": "0.93",
|
97 |
+
"train_loss_MA_eps": "0.0005",
|
98 |
+
"trained_on_path": "/home/lhbac/viccle/required_folder/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/metadata/Generic_UNet/SEQ",
|
99 |
+
"trainer_class_name": "nnUNetTrainerSequential",
|
100 |
+
"trainer_model": "None",
|
101 |
+
"trainer_path": "None",
|
102 |
+
"transfer_heads": "True",
|
103 |
+
"transpose_backward": "[0, 1, 2]",
|
104 |
+
"transpose_forward": "[0, 1, 2]",
|
105 |
+
"unpack_data": "True",
|
106 |
+
"use_cbcl": "False",
|
107 |
+
"use_mask_for_norm": "OrderedDict([(0, False)])",
|
108 |
+
"use_progress_bar": "True",
|
109 |
+
"use_vit": "False",
|
110 |
+
"val_eval_criterion_MA": "0.9814095843725849",
|
111 |
+
"val_eval_criterion_alpha": "0.9",
|
112 |
+
"val_gen": "<batchgenerators.dataloading.multi_threaded_augmenter.MultiThreadedAugmenter object at 0x7fec90276520>",
|
113 |
+
"validation_results": "{}",
|
114 |
+
"version": "V1",
|
115 |
+
"vit_type": "base",
|
116 |
+
"was_initialized": "True",
|
117 |
+
"weight_decay": "3e-05"
|
118 |
+
}
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:90376b0dace8dfe4b4e4f51b4af8b78c38975205990d25a55d04882949c34c79
|
3 |
+
size 359810932
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_best.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a92cc1da56208d69c24d6d23193eac4630f3e224ea62e76ddb5fa79e6fce9e3c
|
3 |
+
size 10375
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:78bb02b0a7d8778ff549be9a0498653ae9a18fe506c695c8ccd5cec291e02c34
|
3 |
+
size 359815400
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:10b0e0965321c5923311b2c3161de99617fec8a7105aa937f8b85e9878a0d1d2
|
3 |
+
size 10376
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/progress.png
ADDED
![]() |
Git LFS Details
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/training_log_2024_10_18_01_21_55.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.csv
ADDED
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Epoch Task subject_id seg_mask metric value
|
2 |
+
epoch_49 Task121_UCL Case01 mask_1 IoU 0.7580942511558533
|
3 |
+
epoch_49 Task121_UCL Case01 mask_1 Dice 0.8624045252799988
|
4 |
+
epoch_49 Task121_UCL Case32 mask_1 IoU 0.7422874569892883
|
5 |
+
epoch_49 Task121_UCL Case32 mask_1 Dice 0.8520838022232056
|
6 |
+
epoch_49 Task121_UCL Case34 mask_1 IoU 0.7248721122741699
|
7 |
+
epoch_49 Task121_UCL Case34 mask_1 Dice 0.8404937386512756
|
8 |
+
epoch_49 Task122_I2CVB Case03 mask_1 IoU 0.5434562563896179
|
9 |
+
epoch_49 Task122_I2CVB Case03 mask_1 Dice 0.7042068839073181
|
10 |
+
epoch_49 Task122_I2CVB Case08 mask_1 IoU 0.5230959057807922
|
11 |
+
epoch_49 Task122_I2CVB Case08 mask_1 Dice 0.6868850588798523
|
12 |
+
epoch_49 Task122_I2CVB Case13 mask_1 IoU 0.5252374410629272
|
13 |
+
epoch_49 Task122_I2CVB Case13 mask_1 Dice 0.6887287497520447
|
14 |
+
epoch_49 Task122_I2CVB Case15 mask_1 IoU 0.5154249668121338
|
15 |
+
epoch_49 Task122_I2CVB Case15 mask_1 Dice 0.6802381873130798
|
16 |
+
epoch_49 Task123_ISBI Case03 mask_1 IoU 0.8537952899932861
|
17 |
+
epoch_49 Task123_ISBI Case03 mask_1 Dice 0.9211322069168091
|
18 |
+
epoch_49 Task123_ISBI Case08 mask_1 IoU 0.8504905104637146
|
19 |
+
epoch_49 Task123_ISBI Case08 mask_1 Dice 0.9192054867744446
|
20 |
+
epoch_49 Task123_ISBI Case12 mask_1 IoU 0.857345700263977
|
21 |
+
epoch_49 Task123_ISBI Case12 mask_1 Dice 0.9231945276260376
|
22 |
+
epoch_49 Task123_ISBI Case15 mask_1 IoU 0.8474025130271912
|
23 |
+
epoch_49 Task123_ISBI Case15 mask_1 Dice 0.9173988699913025
|
24 |
+
epoch_49 Task123_ISBI Case18 mask_1 IoU 0.853975236415863
|
25 |
+
epoch_49 Task123_ISBI Case18 mask_1 Dice 0.9212369322776794
|
26 |
+
epoch_49 Task123_ISBI Case26 mask_1 IoU 0.8544540405273438
|
27 |
+
epoch_49 Task123_ISBI Case26 mask_1 Dice 0.9215154647827148
|
28 |
+
epoch_49 Task124_DecathProst Case00 mask_1 IoU 0.8277711868286133
|
29 |
+
epoch_49 Task124_DecathProst Case00 mask_1 Dice 0.9057711362838745
|
30 |
+
epoch_49 Task124_DecathProst Case04 mask_1 IoU 0.833454966545105
|
31 |
+
epoch_49 Task124_DecathProst Case04 mask_1 Dice 0.909163236618042
|
32 |
+
epoch_49 Task124_DecathProst Case14 mask_1 IoU 0.8216888904571533
|
33 |
+
epoch_49 Task124_DecathProst Case14 mask_1 Dice 0.9021176695823669
|
34 |
+
epoch_49 Task124_DecathProst Case20 mask_1 IoU 0.7952070832252502
|
35 |
+
epoch_49 Task124_DecathProst Case20 mask_1 Dice 0.885922372341156
|
36 |
+
epoch_49 Task124_DecathProst Case25 mask_1 IoU 0.8142183423042297
|
37 |
+
epoch_49 Task124_DecathProst Case25 mask_1 Dice 0.8975968360900879
|
38 |
+
epoch_49 Task124_DecathProst Case31 mask_1 IoU 0.8129125237464905
|
39 |
+
epoch_49 Task124_DecathProst Case31 mask_1 Dice 0.8968028426170349
|
40 |
+
epoch_49 Task124_DecathProst Case42 mask_1 IoU 0.8144266605377197
|
41 |
+
epoch_49 Task124_DecathProst Case42 mask_1 Dice 0.8977234363555908
|
42 |
+
epoch_99 Task121_UCL Case01 mask_1 IoU 0.759690523147583
|
43 |
+
epoch_99 Task121_UCL Case01 mask_1 Dice 0.8634365200996399
|
44 |
+
epoch_99 Task121_UCL Case32 mask_1 IoU 0.7521064281463623
|
45 |
+
epoch_99 Task121_UCL Case32 mask_1 Dice 0.8585168719291687
|
46 |
+
epoch_99 Task121_UCL Case34 mask_1 IoU 0.7665913105010986
|
47 |
+
epoch_99 Task121_UCL Case34 mask_1 Dice 0.8678762316703796
|
48 |
+
epoch_99 Task122_I2CVB Case03 mask_1 IoU 0.6432814002037048
|
49 |
+
epoch_99 Task122_I2CVB Case03 mask_1 Dice 0.7829229831695557
|
50 |
+
epoch_99 Task122_I2CVB Case08 mask_1 IoU 0.5837832689285278
|
51 |
+
epoch_99 Task122_I2CVB Case08 mask_1 Dice 0.7372009754180908
|
52 |
+
epoch_99 Task122_I2CVB Case13 mask_1 IoU 0.5726161599159241
|
53 |
+
epoch_99 Task122_I2CVB Case13 mask_1 Dice 0.7282338738441467
|
54 |
+
epoch_99 Task122_I2CVB Case15 mask_1 IoU 0.6118139624595642
|
55 |
+
epoch_99 Task122_I2CVB Case15 mask_1 Dice 0.7591620087623596
|
56 |
+
epoch_99 Task123_ISBI Case03 mask_1 IoU 0.8648099899291992
|
57 |
+
epoch_99 Task123_ISBI Case03 mask_1 Dice 0.9275046586990356
|
58 |
+
epoch_99 Task123_ISBI Case08 mask_1 IoU 0.8599340319633484
|
59 |
+
epoch_99 Task123_ISBI Case08 mask_1 Dice 0.9246930480003357
|
60 |
+
epoch_99 Task123_ISBI Case12 mask_1 IoU 0.8681244850158691
|
61 |
+
epoch_99 Task123_ISBI Case12 mask_1 Dice 0.92940753698349
|
62 |
+
epoch_99 Task123_ISBI Case15 mask_1 IoU 0.8744370937347412
|
63 |
+
epoch_99 Task123_ISBI Case15 mask_1 Dice 0.9330130219459534
|
64 |
+
epoch_99 Task123_ISBI Case18 mask_1 IoU 0.8696479201316833
|
65 |
+
epoch_99 Task123_ISBI Case18 mask_1 Dice 0.9302798509597778
|
66 |
+
epoch_99 Task123_ISBI Case26 mask_1 IoU 0.8695612549781799
|
67 |
+
epoch_99 Task123_ISBI Case26 mask_1 Dice 0.9302302598953247
|
68 |
+
epoch_99 Task124_DecathProst Case00 mask_1 IoU 0.8291435837745667
|
69 |
+
epoch_99 Task124_DecathProst Case00 mask_1 Dice 0.9065921306610107
|
70 |
+
epoch_99 Task124_DecathProst Case04 mask_1 IoU 0.8371099233627319
|
71 |
+
epoch_99 Task124_DecathProst Case04 mask_1 Dice 0.9113335013389587
|
72 |
+
epoch_99 Task124_DecathProst Case14 mask_1 IoU 0.821925938129425
|
73 |
+
epoch_99 Task124_DecathProst Case14 mask_1 Dice 0.9022605419158936
|
74 |
+
epoch_99 Task124_DecathProst Case20 mask_1 IoU 0.8191283345222473
|
75 |
+
epoch_99 Task124_DecathProst Case20 mask_1 Dice 0.9005722999572754
|
76 |
+
epoch_99 Task124_DecathProst Case25 mask_1 IoU 0.8466377854347229
|
77 |
+
epoch_99 Task124_DecathProst Case25 mask_1 Dice 0.9169505834579468
|
78 |
+
epoch_99 Task124_DecathProst Case31 mask_1 IoU 0.8094553351402283
|
79 |
+
epoch_99 Task124_DecathProst Case31 mask_1 Dice 0.8946950435638428
|
80 |
+
epoch_99 Task124_DecathProst Case42 mask_1 IoU 0.831097424030304
|
81 |
+
epoch_99 Task124_DecathProst Case42 mask_1 Dice 0.9077588319778442
|
82 |
+
epoch_149 Task121_UCL Case01 mask_1 IoU 0.7318874001502991
|
83 |
+
epoch_149 Task121_UCL Case01 mask_1 Dice 0.8451905250549316
|
84 |
+
epoch_149 Task121_UCL Case32 mask_1 IoU 0.7709712982177734
|
85 |
+
epoch_149 Task121_UCL Case32 mask_1 Dice 0.8706762194633484
|
86 |
+
epoch_149 Task121_UCL Case34 mask_1 IoU 0.757736086845398
|
87 |
+
epoch_149 Task121_UCL Case34 mask_1 Dice 0.8621727824211121
|
88 |
+
epoch_149 Task122_I2CVB Case03 mask_1 IoU 0.5824812054634094
|
89 |
+
epoch_149 Task122_I2CVB Case03 mask_1 Dice 0.7361619472503662
|
90 |
+
epoch_149 Task122_I2CVB Case08 mask_1 IoU 0.5760088562965393
|
91 |
+
epoch_149 Task122_I2CVB Case08 mask_1 Dice 0.73097163438797
|
92 |
+
epoch_149 Task122_I2CVB Case13 mask_1 IoU 0.6043063998222351
|
93 |
+
epoch_149 Task122_I2CVB Case13 mask_1 Dice 0.7533553242683411
|
94 |
+
epoch_149 Task122_I2CVB Case15 mask_1 IoU 0.6151832938194275
|
95 |
+
epoch_149 Task122_I2CVB Case15 mask_1 Dice 0.7617504596710205
|
96 |
+
epoch_149 Task123_ISBI Case03 mask_1 IoU 0.860305905342102
|
97 |
+
epoch_149 Task123_ISBI Case03 mask_1 Dice 0.9249079823493958
|
98 |
+
epoch_149 Task123_ISBI Case08 mask_1 IoU 0.878708004951477
|
99 |
+
epoch_149 Task123_ISBI Case08 mask_1 Dice 0.9354385733604431
|
100 |
+
epoch_149 Task123_ISBI Case12 mask_1 IoU 0.8611833453178406
|
101 |
+
epoch_149 Task123_ISBI Case12 mask_1 Dice 0.9254148602485657
|
102 |
+
epoch_149 Task123_ISBI Case15 mask_1 IoU 0.855903148651123
|
103 |
+
epoch_149 Task123_ISBI Case15 mask_1 Dice 0.9223575592041016
|
104 |
+
epoch_149 Task123_ISBI Case18 mask_1 IoU 0.8671823740005493
|
105 |
+
epoch_149 Task123_ISBI Case18 mask_1 Dice 0.9288673400878906
|
106 |
+
epoch_149 Task123_ISBI Case26 mask_1 IoU 0.858417272567749
|
107 |
+
epoch_149 Task123_ISBI Case26 mask_1 Dice 0.9238154292106628
|
108 |
+
epoch_149 Task124_DecathProst Case00 mask_1 IoU 0.8311816453933716
|
109 |
+
epoch_149 Task124_DecathProst Case00 mask_1 Dice 0.9078090786933899
|
110 |
+
epoch_149 Task124_DecathProst Case04 mask_1 IoU 0.830599844455719
|
111 |
+
epoch_149 Task124_DecathProst Case04 mask_1 Dice 0.907461941242218
|
112 |
+
epoch_149 Task124_DecathProst Case14 mask_1 IoU 0.842469334602356
|
113 |
+
epoch_149 Task124_DecathProst Case14 mask_1 Dice 0.9145002365112305
|
114 |
+
epoch_149 Task124_DecathProst Case20 mask_1 IoU 0.8270240426063538
|
115 |
+
epoch_149 Task124_DecathProst Case20 mask_1 Dice 0.9053236842155457
|
116 |
+
epoch_149 Task124_DecathProst Case25 mask_1 IoU 0.8396684527397156
|
117 |
+
epoch_149 Task124_DecathProst Case25 mask_1 Dice 0.9128475785255432
|
118 |
+
epoch_149 Task124_DecathProst Case31 mask_1 IoU 0.8379613757133484
|
119 |
+
epoch_149 Task124_DecathProst Case31 mask_1 Dice 0.9118378758430481
|
120 |
+
epoch_149 Task124_DecathProst Case42 mask_1 IoU 0.8394410014152527
|
121 |
+
epoch_149 Task124_DecathProst Case42 mask_1 Dice 0.9127131700515747
|
122 |
+
epoch_199 Task121_UCL Case01 mask_1 IoU 0.7414488196372986
|
123 |
+
epoch_199 Task121_UCL Case01 mask_1 Dice 0.8515309691429138
|
124 |
+
epoch_199 Task121_UCL Case32 mask_1 IoU 0.7701868414878845
|
125 |
+
epoch_199 Task121_UCL Case32 mask_1 Dice 0.8701757192611694
|
126 |
+
epoch_199 Task121_UCL Case34 mask_1 IoU 0.7447667121887207
|
127 |
+
epoch_199 Task121_UCL Case34 mask_1 Dice 0.8537149429321289
|
128 |
+
epoch_199 Task122_I2CVB Case03 mask_1 IoU 0.5304052233695984
|
129 |
+
epoch_199 Task122_I2CVB Case03 mask_1 Dice 0.6931565403938293
|
130 |
+
epoch_199 Task122_I2CVB Case08 mask_1 IoU 0.5459139943122864
|
131 |
+
epoch_199 Task122_I2CVB Case08 mask_1 Dice 0.7062669992446899
|
132 |
+
epoch_199 Task122_I2CVB Case13 mask_1 IoU 0.5436644554138184
|
133 |
+
epoch_199 Task122_I2CVB Case13 mask_1 Dice 0.7043816447257996
|
134 |
+
epoch_199 Task122_I2CVB Case15 mask_1 IoU 0.5122127532958984
|
135 |
+
epoch_199 Task122_I2CVB Case15 mask_1 Dice 0.6774348020553589
|
136 |
+
epoch_199 Task123_ISBI Case03 mask_1 IoU 0.8616442084312439
|
137 |
+
epoch_199 Task123_ISBI Case03 mask_1 Dice 0.9256808757781982
|
138 |
+
epoch_199 Task123_ISBI Case08 mask_1 IoU 0.8739159107208252
|
139 |
+
epoch_199 Task123_ISBI Case08 mask_1 Dice 0.9327162504196167
|
140 |
+
epoch_199 Task123_ISBI Case12 mask_1 IoU 0.8590819239616394
|
141 |
+
epoch_199 Task123_ISBI Case12 mask_1 Dice 0.924200177192688
|
142 |
+
epoch_199 Task123_ISBI Case15 mask_1 IoU 0.8586582541465759
|
143 |
+
epoch_199 Task123_ISBI Case15 mask_1 Dice 0.923954963684082
|
144 |
+
epoch_199 Task123_ISBI Case18 mask_1 IoU 0.8660692572593689
|
145 |
+
epoch_199 Task123_ISBI Case18 mask_1 Dice 0.9282284379005432
|
146 |
+
epoch_199 Task123_ISBI Case26 mask_1 IoU 0.8597882390022278
|
147 |
+
epoch_199 Task123_ISBI Case26 mask_1 Dice 0.9246087670326233
|
148 |
+
epoch_199 Task124_DecathProst Case00 mask_1 IoU 0.8287649750709534
|
149 |
+
epoch_199 Task124_DecathProst Case00 mask_1 Dice 0.9063657522201538
|
150 |
+
epoch_199 Task124_DecathProst Case04 mask_1 IoU 0.839084804058075
|
151 |
+
epoch_199 Task124_DecathProst Case04 mask_1 Dice 0.9125025868415833
|
152 |
+
epoch_199 Task124_DecathProst Case14 mask_1 IoU 0.8391585350036621
|
153 |
+
epoch_199 Task124_DecathProst Case14 mask_1 Dice 0.9125461578369141
|
154 |
+
epoch_199 Task124_DecathProst Case20 mask_1 IoU 0.8248695135116577
|
155 |
+
epoch_199 Task124_DecathProst Case20 mask_1 Dice 0.9040312170982361
|
156 |
+
epoch_199 Task124_DecathProst Case25 mask_1 IoU 0.8241123557090759
|
157 |
+
epoch_199 Task124_DecathProst Case25 mask_1 Dice 0.9035763144493103
|
158 |
+
epoch_199 Task124_DecathProst Case31 mask_1 IoU 0.8355068564414978
|
159 |
+
epoch_199 Task124_DecathProst Case31 mask_1 Dice 0.9103826880455017
|
160 |
+
epoch_199 Task124_DecathProst Case42 mask_1 IoU 0.8504450917243958
|
161 |
+
epoch_199 Task124_DecathProst Case42 mask_1 Dice 0.9191789627075195
|
162 |
+
epoch_249 Task121_UCL Case01 mask_1 IoU 0.7372766137123108
|
163 |
+
epoch_249 Task121_UCL Case01 mask_1 Dice 0.8487728238105774
|
164 |
+
epoch_249 Task121_UCL Case32 mask_1 IoU 0.7465012669563293
|
165 |
+
epoch_249 Task121_UCL Case32 mask_1 Dice 0.8548533916473389
|
166 |
+
epoch_249 Task121_UCL Case34 mask_1 IoU 0.7393734455108643
|
167 |
+
epoch_249 Task121_UCL Case34 mask_1 Dice 0.8501606583595276
|
168 |
+
epoch_249 Task122_I2CVB Case03 mask_1 IoU 0.5417871475219727
|
169 |
+
epoch_249 Task122_I2CVB Case03 mask_1 Dice 0.7028040885925293
|
170 |
+
epoch_249 Task122_I2CVB Case08 mask_1 IoU 0.5119298100471497
|
171 |
+
epoch_249 Task122_I2CVB Case08 mask_1 Dice 0.6771872639656067
|
172 |
+
epoch_249 Task122_I2CVB Case13 mask_1 IoU 0.5291723012924194
|
173 |
+
epoch_249 Task122_I2CVB Case13 mask_1 Dice 0.6921029090881348
|
174 |
+
epoch_249 Task122_I2CVB Case15 mask_1 IoU 0.5067456364631653
|
175 |
+
epoch_249 Task122_I2CVB Case15 mask_1 Dice 0.6726359128952026
|
176 |
+
epoch_249 Task123_ISBI Case03 mask_1 IoU 0.8561569452285767
|
177 |
+
epoch_249 Task123_ISBI Case03 mask_1 Dice 0.9225049018859863
|
178 |
+
epoch_249 Task123_ISBI Case08 mask_1 IoU 0.8741217851638794
|
179 |
+
epoch_249 Task123_ISBI Case08 mask_1 Dice 0.9328334927558899
|
180 |
+
epoch_249 Task123_ISBI Case12 mask_1 IoU 0.8640555739402771
|
181 |
+
epoch_249 Task123_ISBI Case12 mask_1 Dice 0.9270706176757812
|
182 |
+
epoch_249 Task123_ISBI Case15 mask_1 IoU 0.8632515072822571
|
183 |
+
epoch_249 Task123_ISBI Case15 mask_1 Dice 0.926607608795166
|
184 |
+
epoch_249 Task123_ISBI Case18 mask_1 IoU 0.8560133576393127
|
185 |
+
epoch_249 Task123_ISBI Case18 mask_1 Dice 0.9224215745925903
|
186 |
+
epoch_249 Task123_ISBI Case26 mask_1 IoU 0.8545060157775879
|
187 |
+
epoch_249 Task123_ISBI Case26 mask_1 Dice 0.921545684337616
|
188 |
+
epoch_249 Task124_DecathProst Case00 mask_1 IoU 0.8540922999382019
|
189 |
+
epoch_249 Task124_DecathProst Case00 mask_1 Dice 0.9213050603866577
|
190 |
+
epoch_249 Task124_DecathProst Case04 mask_1 IoU 0.8149823546409607
|
191 |
+
epoch_249 Task124_DecathProst Case04 mask_1 Dice 0.8980609178543091
|
192 |
+
epoch_249 Task124_DecathProst Case14 mask_1 IoU 0.834944486618042
|
193 |
+
epoch_249 Task124_DecathProst Case14 mask_1 Dice 0.91004878282547
|
194 |
+
epoch_249 Task124_DecathProst Case20 mask_1 IoU 0.8526886701583862
|
195 |
+
epoch_249 Task124_DecathProst Case20 mask_1 Dice 0.9204878211021423
|
196 |
+
epoch_249 Task124_DecathProst Case25 mask_1 IoU 0.8465573191642761
|
197 |
+
epoch_249 Task124_DecathProst Case25 mask_1 Dice 0.9169033765792847
|
198 |
+
epoch_249 Task124_DecathProst Case31 mask_1 IoU 0.8327193260192871
|
199 |
+
epoch_249 Task124_DecathProst Case31 mask_1 Dice 0.9087254405021667
|
200 |
+
epoch_249 Task124_DecathProst Case42 mask_1 IoU 0.8475000262260437
|
201 |
+
epoch_249 Task124_DecathProst Case42 mask_1 Dice 0.9174560308456421
|
baseline1/RESULTS_FOLDER_BASELINE/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/val_metrics.json
ADDED
@@ -0,0 +1,652 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch_49": {
|
3 |
+
"Task121_UCL": {
|
4 |
+
"Case01": {
|
5 |
+
"mask_1": {
|
6 |
+
"IoU": 0.7580942511558533,
|
7 |
+
"Dice": 0.8624045252799988
|
8 |
+
}
|
9 |
+
},
|
10 |
+
"Case32": {
|
11 |
+
"mask_1": {
|
12 |
+
"IoU": 0.7422874569892883,
|
13 |
+
"Dice": 0.8520838022232056
|
14 |
+
}
|
15 |
+
},
|
16 |
+
"Case34": {
|
17 |
+
"mask_1": {
|
18 |
+
"IoU": 0.7248721122741699,
|
19 |
+
"Dice": 0.8404937386512756
|
20 |
+
}
|
21 |
+
}
|
22 |
+
},
|
23 |
+
"Task122_I2CVB": {
|
24 |
+
"Case03": {
|
25 |
+
"mask_1": {
|
26 |
+
"IoU": 0.5434562563896179,
|
27 |
+
"Dice": 0.7042068839073181
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"Case08": {
|
31 |
+
"mask_1": {
|
32 |
+
"IoU": 0.5230959057807922,
|
33 |
+
"Dice": 0.6868850588798523
|
34 |
+
}
|
35 |
+
},
|
36 |
+
"Case13": {
|
37 |
+
"mask_1": {
|
38 |
+
"IoU": 0.5252374410629272,
|
39 |
+
"Dice": 0.6887287497520447
|
40 |
+
}
|
41 |
+
},
|
42 |
+
"Case15": {
|
43 |
+
"mask_1": {
|
44 |
+
"IoU": 0.5154249668121338,
|
45 |
+
"Dice": 0.6802381873130798
|
46 |
+
}
|
47 |
+
}
|
48 |
+
},
|
49 |
+
"Task123_ISBI": {
|
50 |
+
"Case03": {
|
51 |
+
"mask_1": {
|
52 |
+
"IoU": 0.8537952899932861,
|
53 |
+
"Dice": 0.9211322069168091
|
54 |
+
}
|
55 |
+
},
|
56 |
+
"Case08": {
|
57 |
+
"mask_1": {
|
58 |
+
"IoU": 0.8504905104637146,
|
59 |
+
"Dice": 0.9192054867744446
|
60 |
+
}
|
61 |
+
},
|
62 |
+
"Case12": {
|
63 |
+
"mask_1": {
|
64 |
+
"IoU": 0.857345700263977,
|
65 |
+
"Dice": 0.9231945276260376
|
66 |
+
}
|
67 |
+
},
|
68 |
+
"Case15": {
|
69 |
+
"mask_1": {
|
70 |
+
"IoU": 0.8474025130271912,
|
71 |
+
"Dice": 0.9173988699913025
|
72 |
+
}
|
73 |
+
},
|
74 |
+
"Case18": {
|
75 |
+
"mask_1": {
|
76 |
+
"IoU": 0.853975236415863,
|
77 |
+
"Dice": 0.9212369322776794
|
78 |
+
}
|
79 |
+
},
|
80 |
+
"Case26": {
|
81 |
+
"mask_1": {
|
82 |
+
"IoU": 0.8544540405273438,
|
83 |
+
"Dice": 0.9215154647827148
|
84 |
+
}
|
85 |
+
}
|
86 |
+
},
|
87 |
+
"Task124_DecathProst": {
|
88 |
+
"Case00": {
|
89 |
+
"mask_1": {
|
90 |
+
"IoU": 0.8277711868286133,
|
91 |
+
"Dice": 0.9057711362838745
|
92 |
+
}
|
93 |
+
},
|
94 |
+
"Case04": {
|
95 |
+
"mask_1": {
|
96 |
+
"IoU": 0.833454966545105,
|
97 |
+
"Dice": 0.909163236618042
|
98 |
+
}
|
99 |
+
},
|
100 |
+
"Case14": {
|
101 |
+
"mask_1": {
|
102 |
+
"IoU": 0.8216888904571533,
|
103 |
+
"Dice": 0.9021176695823669
|
104 |
+
}
|
105 |
+
},
|
106 |
+
"Case20": {
|
107 |
+
"mask_1": {
|
108 |
+
"IoU": 0.7952070832252502,
|
109 |
+
"Dice": 0.885922372341156
|
110 |
+
}
|
111 |
+
},
|
112 |
+
"Case25": {
|
113 |
+
"mask_1": {
|
114 |
+
"IoU": 0.8142183423042297,
|
115 |
+
"Dice": 0.8975968360900879
|
116 |
+
}
|
117 |
+
},
|
118 |
+
"Case31": {
|
119 |
+
"mask_1": {
|
120 |
+
"IoU": 0.8129125237464905,
|
121 |
+
"Dice": 0.8968028426170349
|
122 |
+
}
|
123 |
+
},
|
124 |
+
"Case42": {
|
125 |
+
"mask_1": {
|
126 |
+
"IoU": 0.8144266605377197,
|
127 |
+
"Dice": 0.8977234363555908
|
128 |
+
}
|
129 |
+
}
|
130 |
+
}
|
131 |
+
},
|
132 |
+
"epoch_99": {
|
133 |
+
"Task121_UCL": {
|
134 |
+
"Case01": {
|
135 |
+
"mask_1": {
|
136 |
+
"IoU": 0.759690523147583,
|
137 |
+
"Dice": 0.8634365200996399
|
138 |
+
}
|
139 |
+
},
|
140 |
+
"Case32": {
|
141 |
+
"mask_1": {
|
142 |
+
"IoU": 0.7521064281463623,
|
143 |
+
"Dice": 0.8585168719291687
|
144 |
+
}
|
145 |
+
},
|
146 |
+
"Case34": {
|
147 |
+
"mask_1": {
|
148 |
+
"IoU": 0.7665913105010986,
|
149 |
+
"Dice": 0.8678762316703796
|
150 |
+
}
|
151 |
+
}
|
152 |
+
},
|
153 |
+
"Task122_I2CVB": {
|
154 |
+
"Case03": {
|
155 |
+
"mask_1": {
|
156 |
+
"IoU": 0.6432814002037048,
|
157 |
+
"Dice": 0.7829229831695557
|
158 |
+
}
|
159 |
+
},
|
160 |
+
"Case08": {
|
161 |
+
"mask_1": {
|
162 |
+
"IoU": 0.5837832689285278,
|
163 |
+
"Dice": 0.7372009754180908
|
164 |
+
}
|
165 |
+
},
|
166 |
+
"Case13": {
|
167 |
+
"mask_1": {
|
168 |
+
"IoU": 0.5726161599159241,
|
169 |
+
"Dice": 0.7282338738441467
|
170 |
+
}
|
171 |
+
},
|
172 |
+
"Case15": {
|
173 |
+
"mask_1": {
|
174 |
+
"IoU": 0.6118139624595642,
|
175 |
+
"Dice": 0.7591620087623596
|
176 |
+
}
|
177 |
+
}
|
178 |
+
},
|
179 |
+
"Task123_ISBI": {
|
180 |
+
"Case03": {
|
181 |
+
"mask_1": {
|
182 |
+
"IoU": 0.8648099899291992,
|
183 |
+
"Dice": 0.9275046586990356
|
184 |
+
}
|
185 |
+
},
|
186 |
+
"Case08": {
|
187 |
+
"mask_1": {
|
188 |
+
"IoU": 0.8599340319633484,
|
189 |
+
"Dice": 0.9246930480003357
|
190 |
+
}
|
191 |
+
},
|
192 |
+
"Case12": {
|
193 |
+
"mask_1": {
|
194 |
+
"IoU": 0.8681244850158691,
|
195 |
+
"Dice": 0.92940753698349
|
196 |
+
}
|
197 |
+
},
|
198 |
+
"Case15": {
|
199 |
+
"mask_1": {
|
200 |
+
"IoU": 0.8744370937347412,
|
201 |
+
"Dice": 0.9330130219459534
|
202 |
+
}
|
203 |
+
},
|
204 |
+
"Case18": {
|
205 |
+
"mask_1": {
|
206 |
+
"IoU": 0.8696479201316833,
|
207 |
+
"Dice": 0.9302798509597778
|
208 |
+
}
|
209 |
+
},
|
210 |
+
"Case26": {
|
211 |
+
"mask_1": {
|
212 |
+
"IoU": 0.8695612549781799,
|
213 |
+
"Dice": 0.9302302598953247
|
214 |
+
}
|
215 |
+
}
|
216 |
+
},
|
217 |
+
"Task124_DecathProst": {
|
218 |
+
"Case00": {
|
219 |
+
"mask_1": {
|
220 |
+
"IoU": 0.8291435837745667,
|
221 |
+
"Dice": 0.9065921306610107
|
222 |
+
}
|
223 |
+
},
|
224 |
+
"Case04": {
|
225 |
+
"mask_1": {
|
226 |
+
"IoU": 0.8371099233627319,
|
227 |
+
"Dice": 0.9113335013389587
|
228 |
+
}
|
229 |
+
},
|
230 |
+
"Case14": {
|
231 |
+
"mask_1": {
|
232 |
+
"IoU": 0.821925938129425,
|
233 |
+
"Dice": 0.9022605419158936
|
234 |
+
}
|
235 |
+
},
|
236 |
+
"Case20": {
|
237 |
+
"mask_1": {
|
238 |
+
"IoU": 0.8191283345222473,
|
239 |
+
"Dice": 0.9005722999572754
|
240 |
+
}
|
241 |
+
},
|
242 |
+
"Case25": {
|
243 |
+
"mask_1": {
|
244 |
+
"IoU": 0.8466377854347229,
|
245 |
+
"Dice": 0.9169505834579468
|
246 |
+
}
|
247 |
+
},
|
248 |
+
"Case31": {
|
249 |
+
"mask_1": {
|
250 |
+
"IoU": 0.8094553351402283,
|
251 |
+
"Dice": 0.8946950435638428
|
252 |
+
}
|
253 |
+
},
|
254 |
+
"Case42": {
|
255 |
+
"mask_1": {
|
256 |
+
"IoU": 0.831097424030304,
|
257 |
+
"Dice": 0.9077588319778442
|
258 |
+
}
|
259 |
+
}
|
260 |
+
}
|
261 |
+
},
|
262 |
+
"epoch_149": {
|
263 |
+
"Task121_UCL": {
|
264 |
+
"Case01": {
|
265 |
+
"mask_1": {
|
266 |
+
"IoU": 0.7318874001502991,
|
267 |
+
"Dice": 0.8451905250549316
|
268 |
+
}
|
269 |
+
},
|
270 |
+
"Case32": {
|
271 |
+
"mask_1": {
|
272 |
+
"IoU": 0.7709712982177734,
|
273 |
+
"Dice": 0.8706762194633484
|
274 |
+
}
|
275 |
+
},
|
276 |
+
"Case34": {
|
277 |
+
"mask_1": {
|
278 |
+
"IoU": 0.757736086845398,
|
279 |
+
"Dice": 0.8621727824211121
|
280 |
+
}
|
281 |
+
}
|
282 |
+
},
|
283 |
+
"Task122_I2CVB": {
|
284 |
+
"Case03": {
|
285 |
+
"mask_1": {
|
286 |
+
"IoU": 0.5824812054634094,
|
287 |
+
"Dice": 0.7361619472503662
|
288 |
+
}
|
289 |
+
},
|
290 |
+
"Case08": {
|
291 |
+
"mask_1": {
|
292 |
+
"IoU": 0.5760088562965393,
|
293 |
+
"Dice": 0.73097163438797
|
294 |
+
}
|
295 |
+
},
|
296 |
+
"Case13": {
|
297 |
+
"mask_1": {
|
298 |
+
"IoU": 0.6043063998222351,
|
299 |
+
"Dice": 0.7533553242683411
|
300 |
+
}
|
301 |
+
},
|
302 |
+
"Case15": {
|
303 |
+
"mask_1": {
|
304 |
+
"IoU": 0.6151832938194275,
|
305 |
+
"Dice": 0.7617504596710205
|
306 |
+
}
|
307 |
+
}
|
308 |
+
},
|
309 |
+
"Task123_ISBI": {
|
310 |
+
"Case03": {
|
311 |
+
"mask_1": {
|
312 |
+
"IoU": 0.860305905342102,
|
313 |
+
"Dice": 0.9249079823493958
|
314 |
+
}
|
315 |
+
},
|
316 |
+
"Case08": {
|
317 |
+
"mask_1": {
|
318 |
+
"IoU": 0.878708004951477,
|
319 |
+
"Dice": 0.9354385733604431
|
320 |
+
}
|
321 |
+
},
|
322 |
+
"Case12": {
|
323 |
+
"mask_1": {
|
324 |
+
"IoU": 0.8611833453178406,
|
325 |
+
"Dice": 0.9254148602485657
|
326 |
+
}
|
327 |
+
},
|
328 |
+
"Case15": {
|
329 |
+
"mask_1": {
|
330 |
+
"IoU": 0.855903148651123,
|
331 |
+
"Dice": 0.9223575592041016
|
332 |
+
}
|
333 |
+
},
|
334 |
+
"Case18": {
|
335 |
+
"mask_1": {
|
336 |
+
"IoU": 0.8671823740005493,
|
337 |
+
"Dice": 0.9288673400878906
|
338 |
+
}
|
339 |
+
},
|
340 |
+
"Case26": {
|
341 |
+
"mask_1": {
|
342 |
+
"IoU": 0.858417272567749,
|
343 |
+
"Dice": 0.9238154292106628
|
344 |
+
}
|
345 |
+
}
|
346 |
+
},
|
347 |
+
"Task124_DecathProst": {
|
348 |
+
"Case00": {
|
349 |
+
"mask_1": {
|
350 |
+
"IoU": 0.8311816453933716,
|
351 |
+
"Dice": 0.9078090786933899
|
352 |
+
}
|
353 |
+
},
|
354 |
+
"Case04": {
|
355 |
+
"mask_1": {
|
356 |
+
"IoU": 0.830599844455719,
|
357 |
+
"Dice": 0.907461941242218
|
358 |
+
}
|
359 |
+
},
|
360 |
+
"Case14": {
|
361 |
+
"mask_1": {
|
362 |
+
"IoU": 0.842469334602356,
|
363 |
+
"Dice": 0.9145002365112305
|
364 |
+
}
|
365 |
+
},
|
366 |
+
"Case20": {
|
367 |
+
"mask_1": {
|
368 |
+
"IoU": 0.8270240426063538,
|
369 |
+
"Dice": 0.9053236842155457
|
370 |
+
}
|
371 |
+
},
|
372 |
+
"Case25": {
|
373 |
+
"mask_1": {
|
374 |
+
"IoU": 0.8396684527397156,
|
375 |
+
"Dice": 0.9128475785255432
|
376 |
+
}
|
377 |
+
},
|
378 |
+
"Case31": {
|
379 |
+
"mask_1": {
|
380 |
+
"IoU": 0.8379613757133484,
|
381 |
+
"Dice": 0.9118378758430481
|
382 |
+
}
|
383 |
+
},
|
384 |
+
"Case42": {
|
385 |
+
"mask_1": {
|
386 |
+
"IoU": 0.8394410014152527,
|
387 |
+
"Dice": 0.9127131700515747
|
388 |
+
}
|
389 |
+
}
|
390 |
+
}
|
391 |
+
},
|
392 |
+
"epoch_199": {
|
393 |
+
"Task121_UCL": {
|
394 |
+
"Case01": {
|
395 |
+
"mask_1": {
|
396 |
+
"IoU": 0.7414488196372986,
|
397 |
+
"Dice": 0.8515309691429138
|
398 |
+
}
|
399 |
+
},
|
400 |
+
"Case32": {
|
401 |
+
"mask_1": {
|
402 |
+
"IoU": 0.7701868414878845,
|
403 |
+
"Dice": 0.8701757192611694
|
404 |
+
}
|
405 |
+
},
|
406 |
+
"Case34": {
|
407 |
+
"mask_1": {
|
408 |
+
"IoU": 0.7447667121887207,
|
409 |
+
"Dice": 0.8537149429321289
|
410 |
+
}
|
411 |
+
}
|
412 |
+
},
|
413 |
+
"Task122_I2CVB": {
|
414 |
+
"Case03": {
|
415 |
+
"mask_1": {
|
416 |
+
"IoU": 0.5304052233695984,
|
417 |
+
"Dice": 0.6931565403938293
|
418 |
+
}
|
419 |
+
},
|
420 |
+
"Case08": {
|
421 |
+
"mask_1": {
|
422 |
+
"IoU": 0.5459139943122864,
|
423 |
+
"Dice": 0.7062669992446899
|
424 |
+
}
|
425 |
+
},
|
426 |
+
"Case13": {
|
427 |
+
"mask_1": {
|
428 |
+
"IoU": 0.5436644554138184,
|
429 |
+
"Dice": 0.7043816447257996
|
430 |
+
}
|
431 |
+
},
|
432 |
+
"Case15": {
|
433 |
+
"mask_1": {
|
434 |
+
"IoU": 0.5122127532958984,
|
435 |
+
"Dice": 0.6774348020553589
|
436 |
+
}
|
437 |
+
}
|
438 |
+
},
|
439 |
+
"Task123_ISBI": {
|
440 |
+
"Case03": {
|
441 |
+
"mask_1": {
|
442 |
+
"IoU": 0.8616442084312439,
|
443 |
+
"Dice": 0.9256808757781982
|
444 |
+
}
|
445 |
+
},
|
446 |
+
"Case08": {
|
447 |
+
"mask_1": {
|
448 |
+
"IoU": 0.8739159107208252,
|
449 |
+
"Dice": 0.9327162504196167
|
450 |
+
}
|
451 |
+
},
|
452 |
+
"Case12": {
|
453 |
+
"mask_1": {
|
454 |
+
"IoU": 0.8590819239616394,
|
455 |
+
"Dice": 0.924200177192688
|
456 |
+
}
|
457 |
+
},
|
458 |
+
"Case15": {
|
459 |
+
"mask_1": {
|
460 |
+
"IoU": 0.8586582541465759,
|
461 |
+
"Dice": 0.923954963684082
|
462 |
+
}
|
463 |
+
},
|
464 |
+
"Case18": {
|
465 |
+
"mask_1": {
|
466 |
+
"IoU": 0.8660692572593689,
|
467 |
+
"Dice": 0.9282284379005432
|
468 |
+
}
|
469 |
+
},
|
470 |
+
"Case26": {
|
471 |
+
"mask_1": {
|
472 |
+
"IoU": 0.8597882390022278,
|
473 |
+
"Dice": 0.9246087670326233
|
474 |
+
}
|
475 |
+
}
|
476 |
+
},
|
477 |
+
"Task124_DecathProst": {
|
478 |
+
"Case00": {
|
479 |
+
"mask_1": {
|
480 |
+
"IoU": 0.8287649750709534,
|
481 |
+
"Dice": 0.9063657522201538
|
482 |
+
}
|
483 |
+
},
|
484 |
+
"Case04": {
|
485 |
+
"mask_1": {
|
486 |
+
"IoU": 0.839084804058075,
|
487 |
+
"Dice": 0.9125025868415833
|
488 |
+
}
|
489 |
+
},
|
490 |
+
"Case14": {
|
491 |
+
"mask_1": {
|
492 |
+
"IoU": 0.8391585350036621,
|
493 |
+
"Dice": 0.9125461578369141
|
494 |
+
}
|
495 |
+
},
|
496 |
+
"Case20": {
|
497 |
+
"mask_1": {
|
498 |
+
"IoU": 0.8248695135116577,
|
499 |
+
"Dice": 0.9040312170982361
|
500 |
+
}
|
501 |
+
},
|
502 |
+
"Case25": {
|
503 |
+
"mask_1": {
|
504 |
+
"IoU": 0.8241123557090759,
|
505 |
+
"Dice": 0.9035763144493103
|
506 |
+
}
|
507 |
+
},
|
508 |
+
"Case31": {
|
509 |
+
"mask_1": {
|
510 |
+
"IoU": 0.8355068564414978,
|
511 |
+
"Dice": 0.9103826880455017
|
512 |
+
}
|
513 |
+
},
|
514 |
+
"Case42": {
|
515 |
+
"mask_1": {
|
516 |
+
"IoU": 0.8504450917243958,
|
517 |
+
"Dice": 0.9191789627075195
|
518 |
+
}
|
519 |
+
}
|
520 |
+
}
|
521 |
+
},
|
522 |
+
"epoch_249": {
|
523 |
+
"Task121_UCL": {
|
524 |
+
"Case01": {
|
525 |
+
"mask_1": {
|
526 |
+
"IoU": 0.7372766137123108,
|
527 |
+
"Dice": 0.8487728238105774
|
528 |
+
}
|
529 |
+
},
|
530 |
+
"Case32": {
|
531 |
+
"mask_1": {
|
532 |
+
"IoU": 0.7465012669563293,
|
533 |
+
"Dice": 0.8548533916473389
|
534 |
+
}
|
535 |
+
},
|
536 |
+
"Case34": {
|
537 |
+
"mask_1": {
|
538 |
+
"IoU": 0.7393734455108643,
|
539 |
+
"Dice": 0.8501606583595276
|
540 |
+
}
|
541 |
+
}
|
542 |
+
},
|
543 |
+
"Task122_I2CVB": {
|
544 |
+
"Case03": {
|
545 |
+
"mask_1": {
|
546 |
+
"IoU": 0.5417871475219727,
|
547 |
+
"Dice": 0.7028040885925293
|
548 |
+
}
|
549 |
+
},
|
550 |
+
"Case08": {
|
551 |
+
"mask_1": {
|
552 |
+
"IoU": 0.5119298100471497,
|
553 |
+
"Dice": 0.6771872639656067
|
554 |
+
}
|
555 |
+
},
|
556 |
+
"Case13": {
|
557 |
+
"mask_1": {
|
558 |
+
"IoU": 0.5291723012924194,
|
559 |
+
"Dice": 0.6921029090881348
|
560 |
+
}
|
561 |
+
},
|
562 |
+
"Case15": {
|
563 |
+
"mask_1": {
|
564 |
+
"IoU": 0.5067456364631653,
|
565 |
+
"Dice": 0.6726359128952026
|
566 |
+
}
|
567 |
+
}
|
568 |
+
},
|
569 |
+
"Task123_ISBI": {
|
570 |
+
"Case03": {
|
571 |
+
"mask_1": {
|
572 |
+
"IoU": 0.8561569452285767,
|
573 |
+
"Dice": 0.9225049018859863
|
574 |
+
}
|
575 |
+
},
|
576 |
+
"Case08": {
|
577 |
+
"mask_1": {
|
578 |
+
"IoU": 0.8741217851638794,
|
579 |
+
"Dice": 0.9328334927558899
|
580 |
+
}
|
581 |
+
},
|
582 |
+
"Case12": {
|
583 |
+
"mask_1": {
|
584 |
+
"IoU": 0.8640555739402771,
|
585 |
+
"Dice": 0.9270706176757812
|
586 |
+
}
|
587 |
+
},
|
588 |
+
"Case15": {
|
589 |
+
"mask_1": {
|
590 |
+
"IoU": 0.8632515072822571,
|
591 |
+
"Dice": 0.926607608795166
|
592 |
+
}
|
593 |
+
},
|
594 |
+
"Case18": {
|
595 |
+
"mask_1": {
|
596 |
+
"IoU": 0.8560133576393127,
|
597 |
+
"Dice": 0.9224215745925903
|
598 |
+
}
|
599 |
+
},
|
600 |
+
"Case26": {
|
601 |
+
"mask_1": {
|
602 |
+
"IoU": 0.8545060157775879,
|
603 |
+
"Dice": 0.921545684337616
|
604 |
+
}
|
605 |
+
}
|
606 |
+
},
|
607 |
+
"Task124_DecathProst": {
|
608 |
+
"Case00": {
|
609 |
+
"mask_1": {
|
610 |
+
"IoU": 0.8540922999382019,
|
611 |
+
"Dice": 0.9213050603866577
|
612 |
+
}
|
613 |
+
},
|
614 |
+
"Case04": {
|
615 |
+
"mask_1": {
|
616 |
+
"IoU": 0.8149823546409607,
|
617 |
+
"Dice": 0.8980609178543091
|
618 |
+
}
|
619 |
+
},
|
620 |
+
"Case14": {
|
621 |
+
"mask_1": {
|
622 |
+
"IoU": 0.834944486618042,
|
623 |
+
"Dice": 0.91004878282547
|
624 |
+
}
|
625 |
+
},
|
626 |
+
"Case20": {
|
627 |
+
"mask_1": {
|
628 |
+
"IoU": 0.8526886701583862,
|
629 |
+
"Dice": 0.9204878211021423
|
630 |
+
}
|
631 |
+
},
|
632 |
+
"Case25": {
|
633 |
+
"mask_1": {
|
634 |
+
"IoU": 0.8465573191642761,
|
635 |
+
"Dice": 0.9169033765792847
|
636 |
+
}
|
637 |
+
},
|
638 |
+
"Case31": {
|
639 |
+
"mask_1": {
|
640 |
+
"IoU": 0.8327193260192871,
|
641 |
+
"Dice": 0.9087254405021667
|
642 |
+
}
|
643 |
+
},
|
644 |
+
"Case42": {
|
645 |
+
"mask_1": {
|
646 |
+
"IoU": 0.8475000262260437,
|
647 |
+
"Dice": 0.9174560308456421
|
648 |
+
}
|
649 |
+
}
|
650 |
+
}
|
651 |
+
}
|
652 |
+
}
|