Weakly Supervised Object Localization on ILSVRC (test)
59.1Top-1 Loc AccSPOL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPOLBackbone=ResNet50 + EfficientNet-B7, Params(M)=91.62022.07 | 59.1 | 67.2 | 69 | |
| PSOLBackbone=DenseNet161 + EfficientNet-B7, Params(M)=95.02022.07 | 56.4 | 66.5 | 69 | |
| LCTRBackbone=Deit-S, Params(M)=222022.07 | 56.1 | 65.8 | 68.7 | |
| SCMBackbone=Deit-S, Params(M)=222022.07 | 56.1 | 66.4 | 68.8 | |
| PDMBackbone=ResNet 50, Params(M)=25.62022.07 | 54.4 | 65.5 | 69.6 | |
| BGCBackbone=ResNet 50, Params(M)=25.62022.07 | 53.8 | 65.8 | 69.9 | |
| TS-CAMBackbone=Deit-S, Params(M)=222022.07 | 53.4 | 64.3 | 67.6 | |
| I2CBackbone=Inception V3, Params(M)=242022.07 | 53.1 | 64.1 | 68.5 | |
| SPGBackbone=Inception V3, Params(M)=242022.07 | 51.1 | 62.2 | 64.7 | |
| MEILBackbone=VGG16, Params(M)=1382022.07 | 49.5 | — | — | |
| GC-NetBackbone=GoogleNet, Params(M)=6.82022.07 | 49.1 | 58.1 | — | |
| ADLBackbone=ResNet50-SE, Params(M)=282022.07 | 48.5 | — | — | |
| ACoLBackbone=VGG16, Params(M)=1382022.07 | 45.8 | 63.3 | — | |
| CAMBackbone=VGG16, Params(M)=1382022.07 | 42.8 | 54.9 | — |