Video Geolocalization on Mapillary MSLS
22.2Success Rate @ 0.5 kmVidTAG
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VidTAG2026.04 | 22.2 | 39.8 | 74.3 | 97.5 | 1.49 | 3.87 | 1.07 | |
| VidTAGModel Category=Dataset-specific Models2026.04 | 21.5 | 41 | 76.7 | 97.9 | 1.35 | 3.87 | 1.07 | |
| VidTAG (Unified)Model Category=Universal Models, Evaluation Protocol=Unified2026.04 | 15.3 | 35.4 | 75.3 | 98.8 | 1.63 | 1.47 | 0.57 | |
| GeoCLIP-FineTunedModel Category=Dataset-specific Models, Evaluation Protocol=FineTuned2026.04 | 8.3 | 22.5 | 63 | 93.9 | 2.97 | 22.52 | 2.82 | |
| DINOv2Evaluation Protocol=Classification2026.04 | 7.9 | 18.4 | 60.8 | 96.2 | 3.62 | 4.28 | 1.6 | |
| GeoCLIPEvaluation Protocol=FineTuned2026.04 | 6.7 | 18.6 | 58.2 | 94.1 | 3.69 | 22.52 | 2.82 | |
| CLIPEvaluation Protocol=Classification2026.04 | 6.1 | 13.6 | 50.3 | 95.4 | 4.97 | 25.64 | 1.96 | |
| GeoDecoder2026.04 | 5.4 | 13.5 | 46.6 | 88.1 | 5.58 | 54.16 | 5.07 | |
| ISNs2026.04 | 4.3 | 10.1 | 36 | 80.4 | 7.51 | 62.55 | 8.95 | |
| PlaNet2026.04 | 3.9 | 8.6 | 35.6 | 78.9 | 7.66 | 67.42 | 9.86 | |
| GeoCLIPEvaluation Protocol=ZeroShot2026.04 | 1.3 | 3.8 | 27.6 | 89.9 | 9.85 | 24.94 | 2.83 | |
| GeoCLIP-ZeroShotModel Category=Universal Models, Evaluation Protocol=ZeroShot2026.04 | 0.9 | 2.7 | 22.9 | 84.6 | 11.54 | 24.94 | 2.83 |