Image Geolocalization on IM2GPS
54.4Success Rate @ 25 km (City)GeoSURGE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GeoSURGE2025.10 | 54.4 | — | 27 | 70 | 84.4 | 93.2 | |
| VLM-Guided Visual Place RecognitionBackbone=EigenPlaces, Submaps=Cluster-based, Re-ranking=GPT-4v2025.07 | 52.32 | — | 24.89 | 70.46 | 83.54 | 93.67 | |
| HierLocBackbone=DinoV3, Training Data=MediaEval'162026.01 | 51.9 | 21.4 | 10.5 | 67.5 | 83.1 | 92.4 | |
| GeoDecoder2023.07 | 50.2 | 25 | 22.1 | 69 | 80 | 89.1 | |
| GeoDecoder2026.01 | 50.2 | 25 | 22.1 | 69 | 80 | 89.1 | |
| GeoDecoder2025.10 | 50.2 | — | 22.1 | 69 | 80 | 89.1 | |
| GeoDecoder2025.07 | 50.2 | — | 22.1 | 69 | 80 | 89.1 | |
| Translocator2023.07 | 48.1 | — | 19.9 | 64.6 | 75.6 | 86.7 | |
| Translocator2026.01 | 48.1 | — | 19.9 | 64.6 | 75.6 | 86.7 | |
| Translocator2025.10 | 48.1 | — | 19.9 | 64.6 | 75.6 | 86.7 | |
| Translocator2025.07 | 48.1 | — | 19.9 | 64.6 | 75.6 | 86.7 | |
| RFM10MS22025.10 | 44.7 | — | 8 | 64.1 | 78.5 | 88.2 | |
| GeoReasoner2026.01 | 44 | — | 13 | — | 86 | — | |
| ISNS(M, f*, S3)2023.07 | 43 | — | 16.9 | 51.9 | 66.7 | 80.2 | |
| ISNs (M,f*,S3)2026.01 | 43 | — | 16.9 | 51.9 | 66.7 | 80.2 | |
| ISNs2025.10 | 43 | — | 16.9 | 51.9 | 66.7 | 80.2 | |
| GAbase model=Qwen2.5-VL2025.10 | 43 | — | — | 57.4 | 77.2 | 89.5 | |
| ISN2025.07 | 43 | — | 16.9 | 51.9 | 66.7 | 80.2 | |
| GRbase model=Qwen-VL2025.10 | 41.1 | — | 8.9 | 56.2 | 72.3 | 88.4 | |
| PIGEOTTO2023.07 | 40.9 | 70.5 | 14.8 | 63.3 | 82.3 | 91.1 | |
| PIGEON2026.01 | 40.9 | 70.5 | 14.8 | 63.3 | 82.3 | 91.1 | |
| GeoCLIP2025.10 | 40.9 | — | 16.5 | 54.9 | 76.8 | 88.6 | |
| PIGEOTTO2025.10 | 38.8 | — | 11.8 | 63.7 | 80.5 | 91.1 | |
| PIGETTO2025.07 | 38.8 | — | 11.8 | 63.7 | 80.6 | 91.1 | |
| CPlaNet2023.07 | 37.1 | — | 16.5 | 46.4 | 62 | 78.5 | |
| CPlaNet2026.01 | 37.1 | — | 16.5 | 46.4 | 62 | 78.5 | |
| CPlaNet2025.10 | 37.1 | — | 16.5 | 46.4 | 62 | 78.5 | |
| CPlaNet2025.07 | 37.1 | — | 16.5 | 46.4 | 62 | 78.5 | |
| [L]kNN2025.10 | 33.3 | — | 14.4 | 47.7 | 61.6 | 73.4 | |
| StreetCLIPmode=Zero-shot2025.07 | 28.3 | — | — | 45.1 | 74.7 | 88.2 | |
| PlaNet2023.07 | 24.5 | — | 8.4 | 37.6 | 53.6 | 71.3 | |
| PlaNet2026.01 | 24.5 | — | 8.4 | 37.6 | 53.6 | 71.3 | |
| PlaNet2025.10 | 24.5 | — | 8.4 | 37.6 | 53.6 | 71.3 | |
| PlaNet2025.07 | 24.5 | — | 8.4 | 37.6 | 53.6 | 71.3 |