Unsupervised Single Object Discovery on VOC 2012 (trainval)
75.3CorLocTokenCut
Evaluation Results
| Method | Links | |
|---|---|---|
| TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.02 | 75.3 | |
| TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.02 | 72.1 | |
| LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.02 | 70.4 | |
| LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.02 | 64 | |
| rOSDInter-image Simi.=true, CAD=true2022.02 | 62.3 | |
| LODInter-image Simi.=true, CAD=true2022.02 | 61.6 | |
| rOSDInter-image Simi.=true, CAD=false2022.02 | 55.3 | |
| LODInter-image Simi.=true, CAD=false2022.02 | 55.1 | |
| DDT+Inter-image Simi.=true, CAD=false2022.02 | 53.1 | |
| Zhange et al.Inter-image Simi.=true, CAD=false2022.02 | 50.5 | |
| Kim et al.Inter-image Simi.=true, CAD=false2022.02 | 46.4 | |
| DINO-segInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.02 | 46.2 | |
| EdgeBoxesInter-image Simi.=false, CAD=false2022.02 | 31.6 | |
| Selective SearchInter-image Simi.=false, CAD=false2022.02 | 20.9 |