Semantic Correspondence on SPair-71k Geo-Aware (PCK@0.01, PCK@0.05, PCK@0.10)
22.8PCK@0.01MARCO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MARCOSupervision Type=Supervised2026.05 | 22.8 | 76.8 | 87.5 | |
| SD+DINOv2Supervision Type=Supervised2026.05 | 9.9 | 57 | 77 | |
| DHFSupervision Type=Supervised2026.05 | 8 | 45.8 | 62.7 | |
| 3D-SCSupervision Type=Weakly Supervised without human annotations2026.05 | 7.8 | 50.1 | 70.8 | |
| DIY-SCSupervision Type=Weakly Supervised with human annotations2026.05 | 7.7 | 47.7 | 67.5 | |
| DIY-SC+OriAnySupervision Type=Weakly Supervised without human annotations2026.05 | 6.9 | 45.7 | 65.8 | |
| SD+DINOv2Supervision Type=Weakly Supervised without human annotations2026.05 | 5.3 | 34.5 | 49.3 | |
| DINOv2+NNSupervision Type=Unsupervised2026.05 | 3.4 | 28.2 | 42 | |
| DIFTSupervision Type=Unsupervised2026.05 | 3.4 | 28.2 | 42.5 |