Geolocation on WanderBench Overall
134.3Distance Error (km)Gemini-2.5 Pro
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gemini-2.5 ProModel Type=Closed Source LMMs2026.03 | 134.3 | 95.28 | |
| Gemini-2.5 FlashModel Type=Closed Source LMMs2026.03 | 222.1 | 93.37 | |
| GPT-4oModel Type=Closed Source LMMs2026.03 | 313.7 | 91.9 | |
| o3Model Type=Closed Source LMMs2026.03 | 318.8 | 92.01 | |
| GLM-4.5VModel Type=Open Source LMMs2026.03 | 430.3 | 88.49 | |
| Qwen2.5VL-72BModel Type=Open Source LMMs2026.03 | 674.8 | 84.58 | |
| Qwen2.5VL-32BModel Type=Open Source LMMs2026.03 | 677 | 83.71 | |
| Qwen2VL-72BModel Type=Open Source LMMs2026.03 | 988.7 | 83.46 | |
| InternVL2.5-78BModel Type=Open Source LMMs2026.03 | 1,124 | 74.69 | |
| Qwen2.5-VL-7BModel Type=Open Source LMMs2026.03 | 1,367 | 77.14 | |
| GeoCLIP-top5Model Type=Retrieval Based2026.03 | 1,403 | 73.55 | |
| InternVL3-78BModel Type=Open Source LMMs2026.03 | 1,441 | 72.77 | |
| LLaMA-3.2-90B-VModel Type=Open Source LMMs2026.03 | 1,663 | 72.37 | |
| QwenVL-MaxModel Type=Closed Source LMMs2026.03 | 1,670 | 69.95 | |
| Gemma-3-27BModel Type=Open Source LMMs2026.03 | 1,684 | 72.76 | |
| LLaMA-4-MaverickModel Type=Open Source LMMs2026.03 | 1,731 | 72.73 | |
| GeoCLIPModel Type=Retrieval Based2026.03 | 1,925 | 65.81 | |
| Claude Sonnet 4Model Type=Closed Source LMMs2026.03 | 2,136 | 66.01 | |
| Qwen2VL-7BModel Type=Open Source LMMs2026.03 | 2,531 | 69.02 | |
| Claude Haiku 4.5Model Type=Closed Source LMMs2026.03 | 2,714 | 59.54 | |
| LLaVA-OV-72BModel Type=Open Source LMMs2026.03 | 4,080 | 53.68 |