Image Geolocation on CCL-Bench (Distance Accuracy Thresholds)
52.33Accuracy @ 1kmLocationAgent
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LocationAgentAlignment Strategy=Explicit Alignment2026.01 | 52.33 | 82 | 100 | 100 | 100 | |
| Gemini-2.5-proAlignment Strategy=Explicit Alignment, Model Type=closed-source reasoning models2026.01 | 8.67 | 39.33 | 53.67 | 75.33 | 99 | |
| GPT-5Alignment Strategy=Explicit Alignment, Model Type=closed-source reasoning models2026.01 | 7.67 | 40.33 | 55.33 | 81 | 99.67 | |
| RFM-YFCCAlignment Strategy=Implicit Alignment2026.01 | 7.33 | 20.33 | 28.33 | 49.33 | 89 | |
| GeoCLIPAlignment Strategy=Implicit Alignment2026.01 | 7 | 16.33 | 28.33 | 50.33 | 91.33 | |
| GLOBE-7BAlignment Strategy=Explicit Alignment, Model Type=fine-tuned reasoning models2026.01 | 3.67 | 21 | 38.67 | 63.67 | 95.33 | |
| Seed-1.6-VisionAlignment Strategy=Explicit Alignment, Model Type=closed-source reasoning models2026.01 | 2 | 47.67 | 64.33 | 84.33 | 99.67 | |
| GeoReasoner-7BAlignment Strategy=Explicit Alignment, Model Type=fine-tuned reasoning models2026.01 | 0.33 | 13.33 | 29.33 | 54.67 | 93 |