Visual Geolocation on OSV-5M (test)
82.9Accuracy (Country)HierLoc
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HierLocBackbone=DINOV32026.01 | 82.9 | 3,963 | 861 | 55 | 23.3 | 40.7 | |
| HierLocBackbone=VITL-142026.01 | 80.1 | 3,850 | 1,067 | 52.9 | 22.2 | 39 | |
| LocDiff2026.01 | 77 | — | — | 46.3 | 11 | — | |
| RFM S2Model Type=generative, Training Iterations=1M2024.12 | 76.2 | 3,767 | 1,069 | 44.2 | 5.4 | — | |
| RFM S22026.01 | 76.2 | 3,767 | 1,069 | 44.2 | 5.4 | — | |
| RFM S22024.12 | 76.2 | 3,767 | — | — | 5.4 | — | |
| Diff R3Model Type=generative, Training Iterations=1M2024.12 | 75.9 | 3,762 | 1,123 | 40.9 | 3.6 | — | |
| FM R3Model Type=generative, Training Iterations=1M2024.12 | 74.9 | 3,688 | 1,149 | 40 | 4.2 | — | |
| SC RetrievalModel Type=deterministic2024.12 | 73.4 | 3,597 | 1,386 | 45.8 | 19.9 | — | |
| SC RetrievalEvaluation Protocol=Retrieval2026.01 | 73.4 | 3,597 | 1,386 | 45.8 | 19.9 | 28.4 | |
| GaGA2024.12 | 71.4 | 3,413 | — | — | 7.4 | — | |
| HybridModel Type=deterministic2024.12 | 68 | 3,361 | 1,814 | 39.4 | 5.9 | — | |
| Hybrid2026.01 | 68 | 3,361 | 1,814 | 39.4 | 5.9 | 10.3 | |
| Hybrid2024.12 | 67.4 | 3,361 | — | — | 6 | — | |
| ISNsModel Type=deterministic2024.12 | 66.8 | 3,331 | 2,308 | 39.4 | 4.2 | — | |
| ISNs2026.01 | 66.8 | 3,331 | 2,308 | 39.4 | 4.2 | — | |
| ISNs2024.12 | 66.8 | 3,331 | — | — | 4.2 | — | |
| RegressionModel Type=deterministic2024.12 | 56.5 | 3,028 | 1,481 | 16.3 | 0.7 | — | |
| Regression2026.01 | 56.5 | 3,028 | 1,481 | 16.3 | 0.7 | 1.5 | |
| vMFModel Type=generative2024.12 | 52.7 | 2,776 | 2,439 | 17.2 | 0.6 | — | |
| SC 0-shotModel Type=deterministic2024.12 | 38.4 | 2,273 | 2,854 | 20.8 | 14.8 | — | |
| SC 0-shotEvaluation Protocol=0-shot2026.01 | 38.4 | 2,273 | 2,854 | 20.8 | 14.8 | 9.9 | |
| vMFMixModel Type=generative2024.12 | 34.2 | 1,746 | 5,662 | 11.1 | 0.3 | — | |
| UniformModel Type=generative2024.12 | 2.4 | 131 | 10,052 | 0.1 | 0 | — |