ImageNet
Top 1 Accuracy
ResNet-101 (JFT-300M Finetuning)
Image Classification
79.2
ImageNet
Top 5 Accuracy
ResNet-101 (JFT-300M Finetuning)
Image Classification
94.7
PASCAL VOC 2007
Mean IoU
DeepLabv3 (ImageNet+300M)
Semantic Segmentation
81.3
COCO test-dev
box AP
Faster R-CNN (ImageNet+300M)
Object Detection
37.4
COCO test-dev
AP50
Faster R-CNN (ImageNet+300M)
Object Detection
58
COCO test-dev
AP75
Faster R-CNN (ImageNet+300M)
Object Detection
40.1
COCO test-dev
APS
Faster R-CNN (ImageNet+300M)
Object Detection
17.5
COCO test-dev
APM
Faster R-CNN (ImageNet+300M)
Object Detection
41.1
COCO test-dev
APL
Faster R-CNN (ImageNet+300M)
Object Detection
51.2
PASCAL VOC 2012 val
Mean IoU
DeepLabv3 (ImageNet+300M)
Semantic Segmentation
76.5
PASCAL VOC 2012 val
mIoU
DeepLabv3 (ImageNet+300M)
Semantic Segmentation
76.5
COCO test-dev
AP
Faster R-CNN (ImageNet+300M)
Pose Estimation
64.4
COCO test-dev
AP50
Faster R-CNN (ImageNet+300M)
Pose Estimation
85.7
COCO test-dev
AP75
Faster R-CNN (ImageNet+300M)
Pose Estimation
70.7
COCO test-dev
APM
Faster R-CNN (ImageNet+300M)
Pose Estimation
61.8
COCO test-dev
APL
Faster R-CNN (ImageNet+300M)
Pose Estimation
69.8