| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SPair-71k (test) | SEMALIGN3D | PCK@0.188.9 | 146 | 5d ago | |
| PF-WILLOW | MATCHA | PCK@0.1 (bbox)91.3 | 109 | 3mo ago | |
| PF-PASCAL | MARCO | PCK @ alpha=0.196.9 | 107 | 1mo ago | |
| PF-PASCAL (test) | SimpleMatch | PCK@0.196.5 | 106 | 3mo ago | |
| PF-WILLOW (test) | PWarpC-SF-Netres101 | PCK @ 0.10 (bbox)78.3 | 37 | 3mo ago | |
| Caltech-101 | HPF | LT-ACC88 | 31 | 3mo ago | |
| SPair-71k | WRC | PCK@0.016.51 | 30 | 15d ago | |
| SPair-71k | Ours-XL-t | Φ_bbox @ α=0.176.86 | 29 | 3mo ago | |
| PF-PASCAL | DMP+ | PCK@0.189.1 | 29 | 3mo ago | |
| SPair-71k | CATs | PCK@0.149.9 | 24 | 3mo ago | |
| SPair-71k | SEMALIGN3D | Aero Accuracy95.6 | 23 | 3mo ago | |
| AP-10K Intra-species (test) | MARCO | PCK@0.1089.1 | 22 | 1mo ago | |
| SPair-71k | MARCO | PCK @ 0.0127 | 22 | 1mo ago | |
| AP-10K | MARCO | PCK@0.1 (I.S.)89.1 | 15 | 5d ago | |
| AP-10K cross-family | MARCO | PCK@0.1083.4 | 14 | 1mo ago | |
| CUB | DIFTsd | PCK@0.183.5 | 14 | 3mo ago | |
| AP-10K Cross-species (test) | SimpleMatch | PCK@0.010.306 | 12 | 3mo ago | |
| SpairU | DIY-SC | PCK@0.1067.9 | 11 | 5d ago | |
| AP-10K C.S. | MARCO | PCK@0.1088.3 | 10 | 1mo ago | |
| PF-PASCAL | MMNet | PCK @ alpha=0.0377.6 | 10 | 3mo ago | |
| SPair-71k Geo-Aware | MARCO | PCK@0.0122.8 | 9 | 5d ago | |
| SPair-U (Unseen keypoints) | DINOv2 | Aeroplane Score88.2 | 8 | 1mo ago | |
| SPair | MTV | Avg. Recall30.1 | 8 | 3mo ago | |
| AP-10K Cross-family (test) | Ours | PCK@0.0118.4 | 8 | 3mo ago | |
| PF-PASCAL (val) | DiscoBox | PCK @ 0.0559.3 | 8 | 3mo ago |
