HardGeoBench Avg Distance
Multimodal · 2025-05-08
HardGeoBench average geodesic distance in miles between a model's predicted photo location and the true location. Lower scores indicate more accurate geolocation; official leaderboard rows use pass@1 raw model calls without web search or tools.
Top models (lower is better)
| Model | Score |
|---|---|
| Gemini 3.1 Pro Preview | 733 |
| Claude Fable 5 | 800 |
| Gemini 3 Flash Preview | 842 |
| Gemini 3.5 Flash | 886 |
| Gemini 3 Pro Preview | 990 |
| Sonnet 4.6 | 1043 |
| o3 | 1081 |
| Gemini 2.5 Pro Preview 06-05 | 1119 |
| Gemini 2.0 Flash | 1128 |
| GPT-5 (2025-08-07) | 1158 |
| Gemini 2.5 Pro Experimental 03-25 | 1172 |
| GPT-5.5 | 1196 |
| Gemini 2.0 Flash-Lite | 1216 |
| Opus 4.8 | 1245 |
| GPT-5 | 1254 |
| Opus 4.7 | 1279 |
| GPT-5.1 | 1303 |
| o3-pro | 1340 |
| Gemini 2.5 Flash Preview (09-2025) | 1343 |
| GPT-5.6 Sol | 1381 |
| Gemini 3.1 Flash-Lite Preview | 1435 |
| Gemini 2.5 Flash Preview 05-20 | 1444 |
| GPT-4.1 | 1494 |
| Opus 4.6 | 1511 |
| GPT-5.2 (2025-12-11) | 1573 |
| ChatGPT-4o Latest (source-unspecified snapshot) | 1578 |
| Opus 4.5 | 1582 |
| GPT-5 Mini | 1595 |
| Gemini 1.5 Flash | 1763 |
| GPT-5.4 | 1779 |
| Kimi K2.5 | 1902 |
| Sonnet 5 | 1920 |
| GPT-5.6 Terra | 1991 |
| Gemma 4 31B IT | 2065 |
| Haiku 3.5 | 2128 |
| O4 Mini | 2157 |
| Grok 4.5 | 2185 |
| GPT-5.6 Luna | 2228 |
| Grok 4.1 Fast | 2329 |
| Grok 4 | 2367 |