Video Geolocalization on BDD100k (GAMa)
35.8Accuracy @ 0.5 km (Sub-street)VidTAG
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VidTAG2026.04 | 35.8 | 53.6 | 78.4 | 94.6 | 0.86 | 0.39 | 0.17 | |
| VidTAGModel Category=Dataset-specific Models2026.04 | 35.4 | 53.1 | 77.8 | 94.4 | 0.88 | 0.39 | 0.17 | |
| VidTAG (Unified)Model Category=Universal Models, Evaluation Protocol=Unified2026.04 | 19.9 | 35.7 | 66.5 | 91.9 | 1.95 | 1.51 | 0.35 | |
| GeoCLIP-FineTunedModel Category=Dataset-specific Models, Evaluation Protocol=FineTuned2026.04 | 16.3 | 28.3 | 57.8 | 89.1 | 3.28 | 6.5 | 0.5 | |
| GeoCLIPEvaluation Protocol=Fine-Tuned2026.04 | 15.9 | 28.7 | 61.2 | 90.9 | 2.87 | 6.5 | 0.5 | |
| DINOv2Evaluation Protocol=Classification2026.04 | 11.5 | 21 | 52.5 | 90.3 | 4.5 | 16.9 | 1.85 | |
| GeoDecoder2026.04 | 10.7 | 20.4 | 52.8 | 87.7 | 4.5 | 28.46 | 2.92 | |
| CLIPEvaluation Protocol=Classification2026.04 | 9.4 | 18.4 | 50.6 | 90.3 | 4.9 | 17.34 | 1.26 | |
| ISNs2026.04 | 7 | 14.9 | 45.1 | 87.2 | 6.06 | 40.07 | 6.14 | |
| PlaNet2026.04 | 6.3 | 14.3 | 43.5 | 86.4 | 6.21 | 43.19 | 6.76 | |
| GeoCLIP-ZeroShotModel Category=Universal Models, Evaluation Protocol=ZeroShot2026.04 | 4.1 | 10.1 | 33.5 | 74.9 | 11.15 | 14.29 | 1.51 | |
| GeoCLIPEvaluation Protocol=Zero-Shot2026.04 | 4 | 9.6 | 32.2 | 75.3 | 11.08 | 14.29 | 1.51 |