Image Geolocalization on YFCC26k
17.8Success Rate @ 1 km (Street)GeoSURGE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GeoSURGE2025.10 | 17.8 | — | 31.5 | 45.1 | 64.3 | 79.3 | |
| GeoCLIP2025.10 | 11.6 | — | 22.2 | 36.7 | 57.5 | 76 | |
| PIGEOTTO2023.07 | 10.5 | 333.3 | 25.8 | 42.7 | 63.2 | 79 | |
| GeoDecoder2023.07 | 10.1 | 750 | 23.9 | 34.1 | 49.6 | 69 | |
| GeoDecoder2025.10 | 10.1 | — | 23.9 | 34.1 | 49.6 | 69 | |
| PIGEOTTO2025.10 | 10.1 | — | 24.6 | 41.3 | 62.6 | 78.7 | |
| Translocator2023.07 | 7.2 | — | 17.8 | 28 | 41.3 | 60.6 | |
| Translocator2025.10 | 7.2 | — | 17.8 | 28 | 41.3 | 60.6 | |
| ISNS(M, f*, S3)2023.07 | 5.3 | 2,500 | 12.3 | 19 | 31.9 | 50.7 | |
| ISNs2025.10 | 5.3 | — | 12.3 | 19 | 31.9 | 50.7 | |
| RFM10MS22025.10 | 5.3 | — | 29 | 40.9 | 57.8 | 75.8 | |
| PlaNet2023.07 | 4.4 | — | 11 | 16.9 | 28.5 | 47.7 | |
| PlaNet2025.10 | 4.4 | — | 11 | 16.9 | 28.5 | 47.7 | |
| GR/Qwen-VL2025.10 | 4 | — | 17.4 | 28.9 | 48.1 | 67.8 |