Semantic Correspondence on SPair-U (Unseen keypoints)
88.2Aeroplane ScoreDINOv2
Evaluation Results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DINOv2unsupervised=true, trained_on=SPair-71k2026.04 | 88.2 | 54.9 | 75.6 | 79 | 52.9 | 39.8 | 54.1 | 60 | 43.9 | 34.8 | 67.2 | 64.6 | 53.6 | 75.8 | 79.1 | 37.8 | 45.6 | 53.3 | 8.4 | — | |
| DINOv2+SDunsupervised=true, trained_on=SPair-71k2026.04 | 88 | 59.4 | 80.4 | 72.3 | 48.2 | 47.9 | 62.3 | 61.5 | 44.8 | 45 | 73 | 64.7 | 58.2 | 75.5 | 80 | 62.7 | 46.1 | 55.9 | 16.9 | — | |
| MARCOunsupervised=false, trained_on=SPair-71k2026.04 | 86.6 | 67.5 | 78.2 | 55.8 | 71.7 | 36.8 | 92.5 | 79.2 | 62.7 | 62.9 | 63.9 | 79.3 | 69.6 | 73.7 | 78.1 | 74.2 | 55.4 | 35.8 | 51.9 | — | |
| Geo-SCunsupervised=false, trained_on=SPair-71k2026.04 | 80.9 | 56.9 | 71.4 | 51.8 | 65.3 | 36.9 | 91 | 70.8 | 55.7 | 36.9 | 55.7 | 79.2 | 53.7 | 66.5 | 62.3 | 61.1 | 39 | 39 | 17.4 | — | |
| Jamais Vuunsupervised=false, trained_on=SPair-71k2026.04 | 80.3 | 62.4 | 74.5 | 70.6 | 67.1 | 40.2 | 92.9 | 72.7 | 53.8 | 45.8 | 68.5 | 75.3 | 62 | 67.8 | 65.4 | 68.1 | 45.4 | 47.9 | 30.5 | — | |
| DIFTunsupervised=true, trained_on=SPair-71k2026.04 | 73.2 | 47.4 | 71.8 | 48.8 | 37.7 | 43 | 55.1 | 47.2 | 25.4 | 35.9 | 60.4 | 46.2 | 41.6 | 59.9 | 53.1 | 57.8 | 36.1 | 50.6 | 19.5 | — | |
| DHFunsupervised=false, trained_on=SPair-71k2026.04 | 71.4 | 43.3 | 58.1 | 39.1 | 35.8 | 44.7 | 74 | 40.2 | 33.5 | 27.4 | 52 | 50.4 | 41.6 | 56.5 | 51.6 | 41.6 | 30 | 42.5 | 14.5 | — | |
| GECOunsupervised=false, trained_on=SPair-71k2026.04 | 59.8 | 55.2 | 63.3 | 50.8 | 57.7 | 31.5 | 80.6 | 53.7 | 61.1 | 38.6 | 72.4 | 80.7 | 72.7 | 56.2 | 58.9 | 33.5 | 59.7 | 40 | 41.7 | — |