ImageNet
Top 1 Accuracy
Res2Net-50-299
Image Classification
78.59
ImageNet
Top 5 Accuracy
Res2Net-50-299
Image Classification
94.12
ImageNet
Top 1 Accuracy
Res2Net-101
Image Classification
79.19
ImageNet
Top 5 Accuracy
Res2Net-101
Image Classification
94.43
CIFAR-100
Percentage correct
Res2NeXt-29
Image Classification
83.44
PASCAL VOC 2007
MAP
Faster R-CNN (Res2Net-50)
Object Detection
74.4
COCO minival
box AP
Faster R-CNN (Res2Net-50)
Object Detection
33.7
COCO minival
AP50
Faster R-CNN (Res2Net-50)
Object Detection
53.6
COCO minival
APS
Faster R-CNN (Res2Net-50)
Object Detection
14
COCO minival
APM
Faster R-CNN (Res2Net-50)
Object Detection
38.3
COCO minival
APL
Faster R-CNN (Res2Net-50)
Object Detection
51.1
PASCAL VOC 2012 val
mIoU
Deeplab v3+ (Res2Net-101)
Semantic Segmentation
79.3
COCO minival
APS
Faster R-CNN (Res2Net-50)
Instance Segmentation
15.7
COCO minival
APM
Faster R-CNN (Res2Net-50)
Instance Segmentation
37.9
COCO minival
APL
Faster R-CNN (Res2Net-50)
Instance Segmentation
53.7
COCO minival
mask AP
Faster R-CNN (Res2Net-50)
Instance Segmentation
35.6
COCO minival
AP50
Faster R-CNN (Res2Net-50)
Instance Segmentation
57.6
ECSSD
F-Measure
DSS (Res2Net-50)
Salient Object Detection
92.6
ECSSD
MAE
DSS (Res2Net-50)
Salient Object Detection
0.056
PASCAL-S
F-Measure
DSS (Res2Net-50)
Salient Object Detection
84.1
PASCAL-S
MAE
DSS (Res2Net-50)
Salient Object Detection
0.099
HKU-IS
F-Measure
DSS (Res2Net-50)
Salient Object Detection
90.5
HKU-IS
MAE
DSS (Res2Net-50)
Salient Object Detection
0.05
DUT-OMRON
F-Measure
DSS (Res2Net-50)
Salient Object Detection
80
DUT-OMRON
MAE
DSS (Res2Net-50)
Salient Object Detection
0.071