Geo-localization on OSV-5M
743Mean Error (km)Pinpoint
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Pinpointvariant=full model2026.06 | 743 | 4,114 | 26 | 59.1 | 84.8 | 35.6 | 67.5 | 83.7 | 93.2 | |
| Pinpointvariant=retrieval only2026.06 | 784 | 4,035 | 23.2 | 57 | 83.8 | 32.1 | 65.6 | 82.8 | 92.8 | |
| HierLocBackbone=DINOv32026.06 | 861 | 3,963 | 23.3 | 55 | 82.9 | — | — | — | — | |
| RFM S^22026.06 | 1,069 | 3,767 | 5.4 | 44.2 | 76.2 | — | — | — | — | |
| GRE2026.06 | 1,192 | — | — | — | — | 9.7 | 35.6 | 72.5 | 91.1 | |
| OSV-5M Baseline2026.06 | 1,814 | 3,361 | 5.9 | 39.4 | 68 | — | — | — | — | |
| LocDiff2026.06 | — | — | — | — | — | 11 | 46.3 | 77 | 88.2 | |
| Semivariogram GeoCLIP2026.06 | — | — | — | — | — | 21.5 | 52.1 | 72.1 | — |