Unsupervised Single Object Discovery on VOC 2012 (test)
81.5CorLocMOVE
Evaluation Results
| Method | Links | |
|---|---|---|
| MOVECAD (Class-agnostic Detector)=true, Multi-dataset training=true2022.10 | 81.5 | |
| MOVECAD (Class-agnostic Detector)=true2022.10 | 80.3 | |
| MOVE2022.10 | 78.8 | |
| TokenCutCAD (Class-agnostic Detector)=true2022.10 | 75.3 | |
| TokenCut + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.09 | 75.3 | |
| TokenCut2022.10 | 72.1 | |
| TokenCutDINO Feat.=ViT-S/16 [14]2022.09 | 72.1 | |
| LOSTCAD (Class-agnostic Detector)=true2022.10 | 70.4 | |
| LOST + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.09 | 70.4 | |
| Deep Spectral2022.10 | 66.4 | |
| DSSDINO Feat.=ViT-S/16 [14]2022.09 | 66.4 | |
| LOST2022.10 | 64 | |
| LOSTDINO Feat.=ViT-S/16 [14]2022.09 | 64 | |
| rOSDCAD (Class-agnostic Detector)=true2022.10 | 62.3 | |
| rOSD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.09 | 62.3 | |
| LODCAD (Class-agnostic Detector)=true2022.10 | 61.6 | |
| LOD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.09 | 61.6 | |
| FreeSOLO2022.10 | 56.7 | |
| rOSD2022.10 | 55.3 | |
| rOSDInter-image Simi.=true2022.09 | 55.3 | |
| LOD2022.10 | 55.1 | |
| LODInter-image Simi.=true2022.09 | 55.1 | |
| DDT+2022.10 | 53.1 | |
| DDT+Inter-image Simi.=true2022.09 | 53.1 | |
| Zhang et al.2022.10 | 50.5 | |
| Zhange et al.Inter-image Simi.=true2022.09 | 50.5 | |
| Kim et al.2022.10 | 46.4 | |
| Kim et al.Inter-image Simi.=true2022.09 | 46.4 | |
| DINO-seg2022.10 | 46.2 | |
| DINO-segDINO Feat.=ViT-S/16 [14]2022.09 | 46.2 | |
| EdgeBoxes2022.10 | 31.6 | |
| EdgeBoxes2022.09 | 31.6 | |
| Selective Search2022.10 | 20.9 | |
| Selective Search2022.09 | 20.9 |