Weakly Supervised Object Localization on ImageNet-100 1.0 (test)
68.88Top-1 Loc Acc (Avg)Joint training BAS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Joint training BASBackbone=InceptionV3, Note=Upper Bound2023.09 | 68.88 | — | 78.74 | — | 80.14 | — | |
| Joint training BASBackbone=MobileNetV1, Note=Upper Bound2023.09 | 68.54 | — | 81.04 | — | 83.16 | — | |
| FDCNetBackbone=InceptionV32023.09 | 59.52 | 56.9 | 69.75 | 66.46 | 71.48 | 69.34 | |
| FDCNetBackbone=MobileNetV12023.09 | 58.63 | 58.66 | 71.6 | 72.4 | 74.82 | 76.94 | |
| FDCNet w/o compensationBackbone=MobileNetV12023.09 | 58.2 | 57.98 | 71.16 | 71.64 | 74.37 | 76.22 | |
| FDCNet w/o compensationBackbone=InceptionV32023.09 | 58.12 | 54.92 | 68.05 | 64.54 | 70.21 | 67.63 | |
| CCIL + BASBackbone=MobileNetV12023.09 | 46.49 | 41.72 | 58.72 | 54.08 | 61.92 | 58.64 | |
| CCIL + BASBackbone=InceptionV32023.09 | 46.33 | 39.84 | 55.25 | 48.38 | 57.33 | 50.62 | |
| Rebalancing + BASBackbone=MobileNetV12023.09 | 44.78 | 40.78 | 56.39 | 52.98 | 63.7 | 62.26 | |
| Rebalancing + BASBackbone=InceptionV32023.09 | 39.7 | 40.48 | 50.27 | 53.66 | 56.06 | 62.04 | |
| AANets + BASBackbone=MobileNetV12023.09 | 36.79 | 32.12 | 53.6 | 49.98 | 65.71 | 64.6 | |
| FOSTER + BASBackbone=MobileNetV12023.09 | 36.6 | 32.2 | 48.2 | 43.96 | 54.25 | 49.84 | |
| FOSTER + BASBackbone=InceptionV32023.09 | 36.2 | 38.1 | 44.16 | 47.38 | 48.93 | 50.02 | |
| AANets + BASBackbone=InceptionV32023.09 | 29.81 | 27.04 | 40.33 | 38.28 | 48.36 | 49.16 |