Pseudo Ground-Truth Generation on PASCAL VOC 2012 (train)
77.4mIoUQA-CLIMS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| QA-CLIMSBackbone=ResNet-502024.01 | 77.4 | — | — | — | |
| AMNBackbone=ResNet-502024.01 | 72.2 | — | — | — | |
| W-OODBackbone=ResNet-502024.01 | 72.1 | — | — | — | |
| CPF-CTEPub.=Ours, Backbone=ViT-B/162026.01 | 70.8 | — | — | — | |
| RIBBackbone=ResNet-502024.01 | 70.6 | — | — | — | |
| CLIMSBackbone=ResNet-502024.01 | 70.5 | — | — | — | |
| AdvCAMPub.=T-PAMI22, Backbone=V2-RN1012026.01 | 69.9 | — | — | — | |
| MCTformerBackbone=ViT-Base2024.01 | 69.1 | — | — | — | |
| PGSDPub.=TCSVT24, Backbone=ViT-B/162026.01 | 68.7 | — | — | — | |
| FPRPub.=ICCV23, Backbone=ResNet382026.01 | 68.5 | — | — | — | |
| CGMPub.=PR24, Backbone=ViT-B/162026.01 | 68.1 | — | — | — | |
| AdvCAMBackbone=ResNet-502024.01 | 68 | — | — | — | |
| CPF-CTE w/o CRFPub.=Ours, Backbone=ViT-B/162026.01 | 67.1 | — | — | — | |
| IRNBackbone=ResNet-502024.01 | 66.5 | — | — | — | |
| CDAPub.=ICCV21, Backbone=V1-RN382026.01 | 66.4 | — | — | — | |
| AFAPub.=CVPR22, Backbone=ViT-B/162026.01 | 66 | — | — | — | |
| SIPEPub.=CVPR22, Backbone=ResNet502026.01 | 64.4 | — | — | — | |
| SEAMPub.=CVPR20, Backbone=V1-RN382026.01 | 63.6 | — | — | — | |
| SC-CAMBackbone=WideResNet-382024.01 | 63.4 | — | — | — | |
| AdvCAM2024.01 | — | 55.6 | 62.1 | 68 | |
| AMN2024.01 | — | 62.1 | 65.3 | 72.2 | |
| CLIMS2024.01 | — | 56.6 | 62.4 | 70.5 | |
| CONTA2024.01 | — | 48.8 | — | 67.9 | |
| ESOL2024.01 | — | 53.6 | 61.4 | 68.7 | |
| IRN2024.01 | — | 48.8 | 54.3 | 66.3 | |
| RIB2024.01 | — | 56.5 | 62.9 | 70.6 | |
| SEAM2024.01 | — | 55.4 | 56.8 | 63.6 | |
| SFC2024.01 | — | 64.7 | 69.4 | 73.7 | |
| SIPE2024.01 | — | 58.6 | 64.7 | 68 |