CAM Seed Generation on PASCAL VOC (train)
78mIoUEXCEL
Evaluation results
| Method | Links | |
|---|---|---|
| EXCELTraining Protocol=Training-required, Method Type=single-stage, Supervision=I+L, Backbone=ViT-B2025.03 | 78 | |
| +WeCLIPTraining Protocol=Training-required, Method Type=single-stage, Supervision=I+L, Backbone=ViT-B2025.03 | 75.4 | |
| DIALTraining Protocol=Training-required, Method Type=single-stage, Supervision=I+L, Backbone=ViT-B2025.03 | 75.2 | |
| +DuPLTraining Protocol=Training-required, Method Type=single-stage, Supervision=I, Backbone=ViT-B2025.03 | 75 | |
| SeCoTraining Protocol=Training-required, Method Type=single-stage, Supervision=I, Backbone=ViT-B2025.03 | 74.8 | |
| EXCEL*Training Protocol=Training-free, Method Type=single-stage, Supervision=I+L, Backbone=ViT-B2025.03 | 74.6 | |
| CPALTraining Protocol=Training-required, Method Type=multi-stage, Supervision=I+L, Backbone=RN1012025.03 | 71.9 | |
| +ToCoTraining Protocol=Training-required, Method Type=single-stage, Supervision=I, Backbone=ViT-B2025.03 | 71.6 | |
| CLIP-ESTraining Protocol=Training-free, Method Type=multi-stage, Supervision=I+L, Backbone=ViT-B2025.03 | 70.8 | |
| CTITraining Protocol=Training-required, Method Type=multi-stage, Supervision=I, Backbone=RN1012025.03 | 69.5 | |
| MCTformer+Training Protocol=Training-required, Method Type=multi-stage, Supervision=I, Backbone=RN382025.03 | 68.8 | |
| ViT-PCMTraining Protocol=Training-required, Method Type=single-stage, Supervision=I, Backbone=ViT-B2025.03 | 67.7 | |
| LPCAMTraining Protocol=Training-required, Method Type=multi-stage, Supervision=I, Backbone=RN502025.03 | 65.3 | |
| AFATraining Protocol=Training-required, Method Type=single-stage, Supervision=I, Backbone=MiT-B12025.03 | 65 | |
| SFCTraining Protocol=Training-required, Method Type=multi-stage, Supervision=I, Backbone=RN1012025.03 | 64.7 | |
| FPRTraining Protocol=Training-required, Method Type=multi-stage, Supervision=I, Backbone=RN1012025.03 | 63.8 | |
| POLETraining Protocol=Training-required, Method Type=multi-stage, Supervision=I+L, Backbone=RN502025.03 | 59 | |
| CLIMSTraining Protocol=Training-required, Method Type=multi-stage, Supervision=I+L, Backbone=RN1012025.03 | 56.6 | |
| RECAMTraining Protocol=Training-required, Method Type=multi-stage, Supervision=I, Backbone=RN1012025.03 | 54.8 |