Unsupervised Single Object Discovery on COCO 20K 2014 2017 (train)
62.6CorLocTokenCut + CAD*
Evaluation Results
| Method | Links | |
|---|---|---|
| TokenCut + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.09 | 62.6 | |
| TokenCutDINO Feat.=ViT-S/16 [14]2022.09 | 58.8 | |
| LOST + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.09 | 57.5 | |
| DSSDINO Feat.=ViT-S/16 [14]2022.09 | 56.2 | |
| rOSD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.09 | 53 | |
| LOD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.09 | 52.7 | |
| LOSTDINO Feat.=ViT-S/16 [14]2022.09 | 50.7 | |
| rOSDInter-image Simi.=true2022.09 | 48.5 | |
| LODInter-image Simi.=true2022.09 | 48.5 | |
| DINO-segDINO Feat.=ViT-S/16 [14]2022.09 | 42.1 | |
| DDT+Inter-image Simi.=true2022.09 | 38.2 | |
| Kim et al.Inter-image Simi.=true2022.09 | 35.1 | |
| Zhange et al.Inter-image Simi.=true2022.09 | 34.8 | |
| EdgeBoxes2022.09 | 28.8 | |
| Selective Search2022.09 | 16 |