Unsupervised Single Object Discovery on VOC 2007 (test)
77.5CorLocMOVE
Evaluation Results
| Method | Links | |
|---|---|---|
| MOVECAD (Class-agnostic Detector)=true, Multi-dataset training=true2022.10 | 77.5 | |
| MOVECAD (Class-agnostic Detector)=true2022.10 | 77.1 | |
| MOVE2022.10 | 76 | |
| TokenCutCAD (Class-agnostic Detector)=true2022.10 | 71.4 | |
| TokenCut + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.09 | 71.4 | |
| TokenCut2022.10 | 68.8 | |
| TokenCutDINO Feat.=ViT-S/16 [14]2022.09 | 68.8 | |
| LOSTCAD (Class-agnostic Detector)=true2022.10 | 65.7 | |
| LOST + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.09 | 65.7 | |
| Deep Spectral2022.10 | 62.7 | |
| DSSDINO Feat.=ViT-S/16 [14]2022.09 | 62.7 | |
| LOST2022.10 | 61.9 | |
| LOSTDINO Feat.=ViT-S/16 [14]2022.09 | 61.9 | |
| rOSDCAD (Class-agnostic Detector)=true2022.10 | 58.3 | |
| rOSD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.09 | 58.3 | |
| LODCAD (Class-agnostic Detector)=true2022.10 | 56.3 | |
| LOD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.09 | 56.3 | |
| FreeSOLO2022.10 | 56.1 | |
| rOSD2022.10 | 54.5 | |
| rOSDInter-image Simi.=true2022.09 | 54.5 | |
| LOD2022.10 | 53.6 | |
| LODInter-image Simi.=true2022.09 | 53.6 | |
| DDT+2022.10 | 50.2 | |
| DDT+Inter-image Simi.=true2022.09 | 50.2 | |
| Zhang et al.2022.10 | 46.2 | |
| Zhange et al.Inter-image Simi.=true2022.09 | 46.2 | |
| DINO-seg2022.10 | 45.8 | |
| DINO-segDINO Feat.=ViT-S/16 [14]2022.09 | 45.8 | |
| Kim et al.2022.10 | 43.9 | |
| Kim et al.Inter-image Simi.=true2022.09 | 43.9 | |
| EdgeBoxes2022.10 | 31.1 | |
| EdgeBoxes2022.09 | 31.1 | |
| Selective Search2022.10 | 18.8 | |
| Selective Search2022.09 | 18.8 |