Weakly-Supervised Object Localization on CUB (test)
80.1Top-1 Loc AccSPOL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPOLBackbone=ResNet2021.09 | 80.1 | 93.4 | — | |
| SPOLBackbone=ResNet50 + EfficientNet-B7, Params(M)=91.62022.07 | 80.1 | 93.4 | 96.5 | |
| LCTRBackbone=Deit-S, Params(M)=222022.07 | 79.2 | 89.9 | 92.4 | |
| PSOLBackbone=DenseNet161 + EfficientNet-B7, Params(M)=95.02022.07 | 77.4 | 89.5 | 93 | |
| SCMBackbone=Deit-S, Params(M)=222022.07 | 76.4 | 91.6 | 96.6 | |
| TS-CAMBackbone=Deit-S2021.09 | 71.3 | 83.8 | — | |
| TS-CAMBackbone=Deit-S, Params(M)=222022.07 | 71.3 | 83.8 | 87.7 | |
| I2CBackbone=ResNet2021.09 | 68.3 | — | — | |
| GC-NetBackbone=GoogleNet, Params(M)=6.82022.07 | 63.2 | 75.5 | 77.4 | |
| ADLBackbone=ResNet50-SE, Params(M)=282022.07 | 62.3 | — | 75.9 | |
| HaSBackbone=ResNet2021.09 | 60.7 | — | — | |
| CAM* + F-CAMBackbone=ResNet2021.09 | 59.1 | 82.6 | — | |
| ACOLBackbone=ResNet2021.09 | 57.8 | — | — | |
| ICLBackbone=VGG2021.09 | 57.5 | — | — | |
| MEILBackbone=VGG16, Params(M)=1382022.07 | 57.5 | — | 73.3 | |
| MEILBackbone=VGG2021.09 | 57.4 | — | — | |
| Smooth-GradCAM + F-CAMBackbone=Inception2021.09 | 57.3 | 77.6 | — | |
| LayerCAM + F-CAMBackbone=Inception2021.09 | 56.4 | 76.6 | — | |
| CAMBackbone=ResNet2021.09 | 56.1 | — | — | |
| ICLBackbone=Inception2021.09 | 56.1 | — | — | |
| ICLBackbone=ResNet2021.09 | 56.1 | — | — | |
| GradCAM + F-CAMBackbone=Inception2021.09 | 56.1 | 75.4 | — | |
| I2CBackbone=VGG2021.09 | 56 | — | — | |
| GradCAM++ + F-CAMBackbone=Inception2021.09 | 55.9 | 76 | — | |
| I2CBackbone=Inception V3, Params(M)=242022.07 | 55.9 | 68.3 | 72.6 | |
| XGradCAM + F-CAMBackbone=Inception2021.09 | 55.8 | 75.3 | — | |
| HaSBackbone=VGG2021.09 | 55.6 | — | — | |
| CAM* + F-CAMBackbone=Inception2021.09 | 54.6 | 73.8 | — | |
| CutMixBackbone=ResNet2021.09 | 54.5 | — | — | |
| 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 | |
| DANetBackbone=VGG2021.09 | 52.5 | 61.9 | — | |
| NL-CCAMBackbone=VGG2021.09 | 52.4 | 65 | — | |
| SPGBackbone=ResNet2021.09 | 51.5 | — | — | |
| DANetBackbone=Inception2021.09 | 49.4 | 60.4 | — | |
| CSTNBackbone=ResNet-1012021.09 | 49 | — | — | |
| CutMixBackbone=Inception2021.09 | 48.3 | — | — | |
| XGradCAMBackbone=ResNet2021.09 | 48.3 | 67.3 | — | |
| CAM*Backbone=ResNet2021.09 | 47.8 | 66.5 | — | |
| LayerCAM + F-CAMBackbone=ResNet2021.09 | 47.7 | 76.1 | — | |
| CutMixBackbone=VGG2021.09 | 47 | — | — | |
| ACOLBackbone=Inception2021.09 | 46.8 | — | — | |
| SPGBackbone=Inception V3, Params(M)=242022.07 | 46.6 | 59.4 | 84.5 | |
| ACoLBackbone=VGG16, Params(M)=1382022.07 | 45.9 | 61 | 67.5 | |
| CAMBackbone=VGG2021.09 | 45.8 | — | — | |
| SPGBackbone=Inception2021.09 | 44.9 | — | — | |
| ACOLBackbone=VGG2021.09 | 44.8 | — | — | |
| Smooth-GradCAMBackbone=Inception2021.09 | 44.4 | 60.2 | — | |
| LayerCAMBackbone=ResNet2021.09 | 44.2 | 70.3 | — | |
| CAM* + F-CAMBackbone=VGG2021.09 | 44 | 70.1 | — | |
| LayerCAMBackbone=Inception2021.09 | 43.9 | 59.7 | — | |
| SPGBackbone=VGG2021.09 | 42.9 | — | — | |
| GradCAMBackbone=Inception2021.09 | 41.6 | 56.2 | — | |
| GradCAM++Backbone=Inception2021.09 | 41.4 | 56.8 | — | |
| HaSBackbone=Inception2021.09 | 41.1 | — | — | |
| ADLBackbone=ResNet2021.09 | 41.1 | — | — | |
| CAM*Backbone=Inception2021.09 | 40.9 | 54.8 | — | |
| XGradCAMBackbone=Inception2021.09 | 40.9 | 55.2 | — | |
| CAMBackbone=Inception2021.09 | 40.4 | — | — | |
| XGradCAM + F-CAMBackbone=ResNet2021.09 | 39.3 | 82.7 | — | |
| ADLBackbone=VGG2021.09 | 39.2 | — | — | |
| GradCAM++ + F-CAMBackbone=ResNet2021.09 | 39 | 68.9 | — | |
| Smooth-GradCAM + F-CAMBackbone=ResNet2021.09 | 38.9 | 68.6 | — | |
| GradCAM + F-CAMBackbone=ResNet2021.09 | 38.8 | 68.5 | — | |
| ADLBackbone=Inception2021.09 | 35.2 | — | — | |
| GradCAM++Backbone=ResNet2021.09 | 34.7 | 61.4 | — | |
| CAMBackbone=VGG16, Params(M)=1382022.07 | 34.4 | — | 68.8 | |
| CAM*Backbone=VGG2021.09 | 33.5 | 52.7 | — | |
| Smooth-GradCAMBackbone=ResNet2021.09 | 33.1 | 57.7 | — | |
| GradCAMBackbone=ResNet2021.09 | 32.3 | 56.4 | — | |
| LayerCAMBackbone=VGG2021.09 | 24.8 | 47.8 | — | |
| GradCAM++ + F-CAMBackbone=VGG2021.09 | 23.2 | 52 | — | |
| LayerCAM + F-CAMBackbone=VGG2021.09 | 23.1 | 51.9 | — | |
| Smooth-GradCAM + F-CAMBackbone=VGG2021.09 | 22.9 | 51.2 | — | |
| GradCAM + F-CAMBackbone=VGG2021.09 | 22.1 | 50 | — | |
| XGradCAM + F-CAMBackbone=VGG2021.09 | 22 | 49.6 | — | |
| GradCAM++Backbone=VGG2021.09 | 20.8 | 47.5 | — | |
| GradCAMBackbone=VGG2021.09 | 18.5 | 41.7 | — | |
| XGradCAMBackbone=VGG2021.09 | 18.5 | 41.7 | — | |
| Smooth-GradCAMBackbone=VGG2021.09 | 17.7 | 40.2 | — |