CAM Generation on PASCAL VOC 2012 (train)
70.8mIoU (Seed)Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours2022.12 | 70.8 | 75 | — | — | |
| MCTfomer2022.12 | 61.7 | 64.5 | 69.1 | — | |
| OoD2022.12 | 59.1 | 65.5 | 72.1 | — | |
| CLIMS2022.12 | 56.6 | 62.4 | 70.5 | — | |
| RIB2022.12 | 56.5 | 62.9 | 70.6 | — | |
| AdvCAM2022.12 | 55.6 | 62.1 | 68 | — | |
| SEAM2022.12 | 55.4 | 56.8 | 63.6 | — | |
| SC-CAM2022.12 | 50.9 | 55.3 | 63.4 | — | |
| IRN2022.12 | 48.8 | 54.3 | 66.3 | — | |
| AdvCAMBackbone=ResNet-502024.01 | — | — | — | 55.6 | |
| AMNBackbone=ResNet-502024.01 | — | — | — | 62.1 | |
| CLIMSBackbone=ResNet-502024.01 | — | — | — | 56.6 | |
| IRNBackbone=ResNet-502024.01 | — | — | — | 48.3 | |
| MCTformerBackbone=ViT-Base2024.01 | — | — | — | 61.7 | |
| QA-CLIMSBackbone=ResNet-502024.01 | — | — | — | 67.3 | |
| RIBBackbone=ResNet-502024.01 | — | — | — | 56.5 | |
| SC-CAMBackbone=WideResNet-382024.01 | — | — | — | 50.9 | |
| W-OODBackbone=ResNet-502024.01 | — | — | — | 59.1 |