Semantic Correspondence on AP-10K Cross-species (test)
0.306PCK@0.01SimpleMatch
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SimpleMatchInput size=448x4482026.01 | 0.306 | 0.758 | 0.88 | |
| OursSupervision=Supervised2023.11 | 0.217 | 0.702 | 0.858 | |
| Ours (Adapt. Pose)†Supervision=Supervised, Adaptive Pose Alignment=true, Index Flipping=true2023.11 | 0.217 | 0.703 | 0.859 | |
| GeoAware-SC2026.01 | 0.217 | 0.703 | 0.859 | |
| Ours-Zero-Shot+Supervision=Zero-shot2023.11 | 0.093 | 0.449 | 0.646 | |
| SD+DINO (S)Supervision=Supervised2023.11 | 0.088 | 0.539 | 0.74 | |
| SD+DINO(S)2026.01 | 0.088 | 0.539 | 0.74 | |
| DHFSupervision=Supervised2023.11 | 0.068 | 0.424 | 0.6 | |
| DHF2026.01 | 0.068 | 0.424 | 0.6 | |
| SD+DINOSupervision=Zero-shot2023.11 | 0.064 | 0.397 | 0.593 | |
| DINOv2+NNSupervision=Zero-shot2023.11 | 0.053 | 0.37 | 0.573 | |
| DIFTSupervision=Zero-shot2023.11 | 0.051 | 0.308 | 0.46 |