| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO | QASA | mBOi36.7 | 26 | 3d ago | |
| CLEVRTEX 1.0 (test) | Ours (PPMP) | FG-ARI92.61 | 20 | 3d ago | |
| MOVi-C | DINOSAUR (MLP) | FG-ARI68.6 | 18 | 3d ago | |
| PASCAL | SPOT-M | MBO^i0.513 | 17 | 3d ago | |
| CAMO 1.0 (test) | Ours (PPMP) | FG-ARI77.43 | 16 | 3d ago | |
| OOD 1.0 (test) | Ours (PPMP) | FG-ARI7,824 | 16 | 3d ago | |
| CLEVR 1.0 (test) | Ours (PPMP) | FG-ARI95.94 | 16 | 3d ago | |
| CUB | Kyriazi et al. [55] | Jaccard Index76.9 | 16 | 3d ago | |
| MOVi-E (test) | SlotAdapt | mBO43.38 | 11 | 3d ago | |
| VOC | CODA | FG-ARI32.23 | 9 | 3d ago | |
| COCO 2017 | SPOT | MBO^i35 | 8 | 3d ago | |
| MOVi-E | SPOT | MBO^i40.1 | 8 | 3d ago | |
| CUB 70 (test) | LOCATE | Accuracy95.1 | 5 | 3d ago | |
| MOVi-C (test) | CODA | mBO46.55 | 4 | 3d ago | |
| CLEVR (test) | mBO67.42 | 4 | 3d ago | ||
| APC (test) | GENESIS-V2 | ARI0.55 | 4 | 3d ago | |
| Flowers 44 (test) | LOCATE | Accuracy83.5 | 3 | 3d ago | |
| CLEVRTex (test) | LSD | mBO63.93 | 3 | 3d ago | |
| MOVi-E 1.0 (test) | LSD | mBO38.96 | 3 | 3d ago | |
| MOVi-C 1.0 (test) | LSD | mBO45.57 | 3 | 3d ago | |
| Pascal VOC 2012 | CRATE-α-B/32 | mIoU35.35 | 2 | 2d ago | |
| COCO 2017 (val) | MaskCut | FG-ARI31.5 | 1 | 3d ago |
