| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO 20K | DINO+LiFT | CorLoc60.5 | 56 | 1mo ago | |
| PASCAL VOC 2012 | DINO+LIFT | CorLoc71.71 | 42 | 4d ago | |
| PASCAL VOC 2007 | DINO+LIFT | CorLoc69.65 | 33 | 4d ago | |
| VOC 2007 (train+val) | LOST | CorLoc54.9 | 13 | 1mo ago | |
| Unsupervised Object Discovery | DINO-ResNet | Points-in-Box71.1 | 9 | 4d ago | |
| COCO | DINO (+LazyStrike) | CorLoc51.6 | 5 | 4d ago | |
| ClevrTex (test) | Invariant Slot Attention | FG-ARI91.3 | 5 | 1mo ago | |
| COCO 20k (test) | Object-DINO | CorLoc23.4 | 4 | 20d ago | |
| PASCAL VOC 2007 (test) | Object-DINO | CorLoc30.8 | 4 | 20d ago |
