Unsupervised Single Object Discovery on COCO20K 2014 (train)
71.9CorLocMOVE
Evaluation Results
| Method | Links | |
|---|---|---|
| MOVECAD (Class-agnostic Detector)=true, Multi-dataset training=true2022.10 | 71.9 | |
| MOVECAD (Class-agnostic Detector)=true2022.10 | 69.1 | |
| MOVE2022.10 | 66.6 | |
| TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.02 | 62.6 | |
| TokenCutCAD (Class-agnostic Detector)=true2022.10 | 62.6 | |
| TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.02 | 58.8 | |
| TokenCut2022.10 | 58.8 | |
| LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.02 | 57.5 | |
| LOSTCAD (Class-agnostic Detector)=true2022.10 | 57.5 | |
| rOSDInter-image Simi.=true, CAD=true2022.02 | 53 | |
| rOSDCAD (Class-agnostic Detector)=true2022.10 | 53 | |
| FreeSOLO2022.10 | 52.8 | |
| LODInter-image Simi.=true, CAD=true2022.02 | 52.7 | |
| LODCAD (Class-agnostic Detector)=true2022.10 | 52.7 | |
| Deep Spectral2022.10 | 52.2 | |
| LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.02 | 50.7 | |
| LOST2022.10 | 50.7 | |
| rOSDInter-image Simi.=true, CAD=false2022.02 | 48.5 | |
| LODInter-image Simi.=true, CAD=false2022.02 | 48.5 | |
| rOSD2022.10 | 48.5 | |
| LOD2022.10 | 48.5 | |
| DINO-segInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.02 | 42.1 | |
| DINO-seg2022.10 | 42.1 | |
| DDT+Inter-image Simi.=true, CAD=false2022.02 | 38.2 | |
| DDT+2022.10 | 38.2 | |
| Kim et al.Inter-image Simi.=true, CAD=false2022.02 | 35.1 | |
| Kim et al.2022.10 | 35.1 | |
| Zhange et al.Inter-image Simi.=true, CAD=false2022.02 | 34.8 | |
| Zhang et al.2022.10 | 34.8 | |
| EdgeBoxesInter-image Simi.=false, CAD=false2022.02 | 28.8 | |
| EdgeBoxes2022.10 | 28.8 | |
| Selective SearchInter-image Simi.=false, CAD=false2022.02 | 16 | |
| Selective Search2022.10 | 16 |