Weakly supervised object localization on ImageNet
50.24Loc Acc (%)LoRot-E
Evaluation Results
| Method | Links | |
|---|---|---|
| LoRot-EThreshold=0.52022.07 | 50.24 | |
| LoRot-IThreshold=0.52022.07 | 49.73 | |
| SPGBackbone=InceptionV32019.05 | 48.6 | |
| Cut MixThreshold=0.52022.07 | 47.39 | |
| CutMixBackbone=ResNet-502019.05 | 47.25 | |
| BaselineThreshold=0.52022.07 | 46.72 | |
| CutoutBackbone=ResNet-502019.05 | 46.69 | |
| CAMBackbone=ResNet-502019.05 | 46.3 | |
| MixupBackbone=ResNet-502019.05 | 45.84 | |
| ACoLBackbone=VGG-GAP2019.05 | 45.83 | |
| HaSBackbone=GoogLeNet2019.05 | 45.21 | |
| ADLBackbone=VGG-GAP2019.05 | 44.92 | |
| CutMixBackbone=VGG-GAP2019.05 | 43.45 | |
| CutoutBackbone=VGG-GAP2019.05 | 43.13 | |
| CAMBackbone=VGG-GAP2019.05 | 42.73 | |
| MixupBackbone=VGG-GAP2019.05 | 42.54 | |
| LoRot-EThreshold=0.62022.07 | 36.07 | |
| LoRot-IThreshold=0.62022.07 | 35.49 | |
| BaselineThreshold=0.62022.07 | 31.55 | |
| Cut MixThreshold=0.62022.07 | 30.24 | |
| LoRot-EThreshold=0.72022.07 | 17.81 | |
| LoRot-IThreshold=0.72022.07 | 17.21 | |
| BaselineThreshold=0.72022.07 | 14.49 | |
| Cut MixThreshold=0.72022.07 | 13.86 | |
| LoRot-EThreshold=0.82022.07 | 5.49 | |
| LoRot-IThreshold=0.82022.07 | 5.08 | |
| Cut MixThreshold=0.82022.07 | 4.57 | |
| BaselineThreshold=0.82022.07 | 4.22 | |
| LoRot-EThreshold=0.92022.07 | 2.12 | |
| Cut MixThreshold=0.92022.07 | 2.03 | |
| LoRot-IThreshold=0.92022.07 | 2.03 | |
| BaselineThreshold=0.92022.07 | 1.91 |