Unsupervised Object Discovery on PASCAL VOC 2007
69.65CorLocDINO+LIFT
Evaluation Results
| Method | Links | |
|---|---|---|
| DINO+LIFTResolution=4482024.03 | 69.65 | |
| DINO+JBUResolution=4482024.03 | 69.03 | |
| DINO+RCResolution=4482024.03 | 68.87 | |
| DINO+LIFTResolution=2242024.03 | 68.79 | |
| DINO+BLResolution=4482024.03 | 68.37 | |
| DINOResolution=4482024.03 | 68.27 | |
| DINO+RCResolution=2242024.03 | 66.85 | |
| DINO+JBUResolution=2242024.03 | 66.75 | |
| DINOResolution=2242024.03 | 65.6 | |
| DINO+BLResolution=2242024.03 | 64.7 | |
| DINO (+LazyStrike)Backbone=ViT-S, FPS=55.92026.02 | 64.4 | |
| SelfPatchResolution=4482024.03 | 63.62 | |
| SelfPatchResolution=2242024.03 | 62.4 | |
| DINO+LIFTResolution=1122024.03 | 62.02 | |
| LOSTBackbone=ViT-S, FPS=29.42026.02 | 61.9 | |
| DINO+JBUResolution=1122024.03 | 56.6 | |
| DINO+RCResolution=1122024.03 | 55 | |
| LeopartResolution=2242024.03 | 51.59 | |
| DINOResolution=1122024.03 | 50.07 | |
| LeopartResolution=4482024.03 | 48.79 | |
| DINO+BLResolution=1122024.03 | 46.96 | |
| DINO-segBackbone=ViT-S, FPS=29.42026.02 | 45.8 | |
| SelfPatchResolution=1122024.03 | 41.99 | |
| DINO+LIFTResolution=562024.03 | 36.54 | |
| LeopartResolution=1122024.03 | 32.59 | |
| EdgeBoxesBackbone=ViT-S2026.02 | 31.1 | |
| DINO+RCResolution=562024.03 | 28.96 | |
| DINO+JBUResolution=562024.03 | 26.16 | |
| DINO+BLResolution=562024.03 | 21.27 | |
| DINOResolution=562024.03 | 20.74 | |
| LeopartResolution=562024.03 | 18.92 | |
| SSBackbone=ViT-S2026.02 | 18.8 | |
| SelfPatchResolution=562024.03 | 18.04 |