Weakly Supervised Object Detection on PASCAL VOC 2007 (test)
56.8mAP@0.5CASD
Evaluation Results
| Method | Links | |
|---|---|---|
| CASDBackbone=VGG162020.10 | 56.8 | |
| OursBackbone=ResNet-50-WS2022.08 | 56.6 | |
| OursBackbone=ResNet-101-WS2022.08 | 56.5 | |
| MIST(+Reg.)Backbone=VGG162020.10 | 54.9 | |
| C-MILBackbone=ResNet-101-WS2022.08 | 53.9 | |
| WSOD2(+Reg.)Backbone=VGG162020.10 | 53.6 | |
| C-MILBackbone=ResNet-50-WS2022.08 | 53.4 | |
| PCLBackbone=ResNet-101-WS2022.08 | 53.3 | |
| Pred NetBackbone=VGG162020.10 | 52.9 | |
| C-MIDNBackbone=VGG162020.10 | 52.6 | |
| OICRBackbone=ResNet-101-WS2022.08 | 51.4 | |
| OICRBackbone=ResNet-50-WS2022.08 | 50.9 | |
| PCLBackbone=ResNet-50-WS2022.08 | 50.8 | |
| C-MILBackbone=VGG162020.10 | 50.5 | |
| PCLBackbone=VGG162020.10 | 43.5 | |
| OICRBackbone=VGG162020.10 | 41.2 | |
| WSDDNBackbone=VGG162020.10 | 34.8 |