| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO 20K | DINO+LiFT | CorLoc60.5 | 86 | 15d ago | |
| PASCAL VOC 2012 | DINO+LIFT | CorLoc71.71 | 42 | 1mo ago | |
| PASCAL VOC 2007 | DINO+LIFT | CorLoc69.65 | 33 | 1mo ago | |
| VOC 2007 (train+val) | Franca | CorLoc59.5 | 22 | 1mo ago | |
| VOC 2012 (trainval) | DINOv2-R | CorLoc61.3 | 9 | 1mo ago | |
| Unsupervised Object Discovery | DINO-ResNet | Points-in-Box71.1 | 9 | 1mo ago | |
| VOC12 | DINOSAUR-Trans. | mBOi44 | 7 | 21d ago | |
| COCO | DINOSAUR-Trans. | mBOi Score32.3 | 6 | 21d ago | |
| ClevrTex (test) | Invariant Slot Attention | FG-ARI91.3 | 5 | 3mo ago | |
| COCO 20k (test) | Object-DINO | CorLoc23.4 | 4 | 2mo ago | |
| PASCAL VOC 2007 (test) | Object-DINO | CorLoc30.8 | 4 | 2mo ago |
