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Benchmarks
Weakly Supervised Object Detection on PASCAL VOC 2007 (test)
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56.8
mAP@0.5
CASD
33.92
39.86
45.8
51.74
Oct 22, 2020
Feb 9, 2021
May 31, 2021
Sep 18, 2021
Jan 7, 2022
Apr 27, 2022
Aug 16, 2022
mAP@0.5
Updated 3d ago
Evaluation Results
Method
Method
Links
mAP@0.5
CASD
Backbone=VGG16
2020.10
56.8
Ours
Backbone=ResNet-50-WS
2022.08
56.6
Ours
Backbone=ResNet-101-WS
2022.08
56.5
MIST(+Reg.)
Backbone=VGG16
2020.10
54.9
C-MIL
Backbone=ResNet-101-WS
2022.08
53.9
WSOD2(+Reg.)
Backbone=VGG16
2020.10
53.6
C-MIL
Backbone=ResNet-50-WS
2022.08
53.4
PCL
Backbone=ResNet-101-WS
2022.08
53.3
Pred Net
Backbone=VGG16
2020.10
52.9
C-MIDN
Backbone=VGG16
2020.10
52.6
OICR
Backbone=ResNet-101-WS
2022.08
51.4
OICR
Backbone=ResNet-50-WS
2022.08
50.9
PCL
Backbone=ResNet-50-WS
2022.08
50.8
C-MIL
Backbone=VGG16
2020.10
50.5
PCL
Backbone=VGG16
2020.10
43.5
OICR
Backbone=VGG16
2020.10
41.2
WSDDN
Backbone=VGG16
2020.10
34.8
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