Weakly Supervised Object Localization on CUB-200 (test)
88.2Top-1 Loc AccDiPS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiPSClassifier=TransFG [20]2022.09 | 88.2 | 97 | 95.6 | — | — | |
| DiPS2022.09 | 78.8 | 97 | 91.3 | — | — | |
| Joint training BASBackbone=InceptionV3, Training=Joint2023.09 | 73.29 | — | 86.31 | 92.24 | 92.24 | |
| CREAM2022.09 | 71.7 | 93.1 | 86.3 | — | — | |
| TS-CAM2022.09 | 71.3 | 83.8 | — | — | — | |
| BGC2022.09 | 70.8 | 92.4 | 88 | — | — | |
| Joint training BASBackbone=MobileNetV1, Training=Joint2023.09 | 69.77 | — | 86 | 92.35 | 92.35 | |
| FDCNetBackbone=InceptionV32023.09 | 61.78 | — | 81.8 | 89.42 | 89.21 | |
| HaS2022.09 | 60.7 | 72.7 | — | — | — | |
| FDCNet w/o compensationBackbone=InceptionV32023.09 | 60.34 | — | 79.75 | 87.12 | 85.2 | |
| F-CAM2022.09 | 59.3 | 97 | 82.7 | — | — | |
| ACOL2022.09 | 57.8 | 63.7 | — | — | — | |
| FDCNetBackbone=MobileNetV12023.09 | 57.01 | — | 76.93 | 88.32 | 87.8 | |
| FDCNet w/o compensationBackbone=MobileNetV12023.09 | 56.15 | — | 76.54 | 87.17 | 87.31 | |
| CAM2022.09 | 56.1 | 73.2 | 78.1 | — | — | |
| CCIL + BASBackbone=InceptionV32023.09 | 55.43 | — | 72.69 | 79.19 | 72.65 | |
| CutMix2022.09 | 54.5 | 57.5 | — | — | — | |
| CCIL + BASBackbone=MobileNetV12023.09 | 53.99 | — | 74.2 | 84.37 | 78.37 | |
| SPG2022.09 | 51.5 | 75.7 | — | — | — | |
| AANets + BASBackbone=MobileNetV12023.09 | 47.98 | — | 57.5 | 67.03 | 63.85 | |
| FOSTER + BASBackbone=InceptionV32023.09 | 47.87 | — | 60.45 | 67.79 | 43.45 | |
| Rebalancing + BASBackbone=MobileNetV12023.09 | 46.58 | — | 61.27 | 68.49 | 67.25 | |
| Rebalancing + BASBackbone=InceptionV32023.09 | 42.37 | — | 53.89 | 59.4 | 56.97 | |
| ADL2022.09 | 41.1 | 71.9 | — | — | — | |
| AANets + BASBackbone=InceptionV32023.09 | 38.79 | — | 50.45 | 55.56 | 50.72 | |
| FOSTER + BASBackbone=MobileNetV12023.09 | 37.42 | — | 50.45 | 60.06 | 55.64 | |
| BR-CAM2022.09 | — | 90.9 | — | — | — | |
| ICL2022.09 | — | 87.7 | — | — | — |