HardGeoBench Country Accuracy
Multimodal · 2025-05-08
HardGeoBench country-level accuracy for private-photo geolocation predictions. Scores are pass@1 percentages from API default settings with a simple prompt, no sampling, and no web search or tools.
Top models (higher is better)
| Model | Score |
|---|---|
| Gemini 3.5 Flash | 66.3 |
| Claude Fable 5 | 61.3 |
| Gemini 3 Flash Preview | 60.0 |
| Gemini 3.1 Pro Preview | 60.0 |
| Gemini 3 Pro Preview | 58.8 |
| Gemini 2.5 Pro Experimental 03-25 | 56.3 |
| Gemini 2.5 Pro Preview 06-05 | 56.3 |
| Sonnet 4.6 | 56.3 |
| Gemini 2.0 Flash-Lite | 55.0 |
| GPT-5 (2025-08-07) | 55.0 |
| Opus 4.6 | 55.0 |
| o3-pro | 53.8 |
| Gemini 2.5 Flash Preview (09-2025) | 53.8 |
| Gemini 3.1 Flash-Lite Preview | 53.8 |
| Opus 4.7 | 53.8 |
| Opus 4.8 | 53.8 |
| Gemini 2.5 Flash Preview 05-20 | 52.5 |
| ChatGPT-4o Latest (source-unspecified snapshot) | 52.5 |
| GPT-4.1 | 51.3 |
| o3 | 51.3 |
| Gemini 2.0 Flash | 51.3 |
| GPT-5 | 50.0 |
| GPT-5.1 | 50.0 |
| Opus 4.5 | 50.0 |
| Gemini 1.5 Flash | 48.8 |
| Sonnet 5 | 47.5 |
| GPT-5.6 Sol | 47.5 |
| GPT-5.2 (2025-12-11) | 45.0 |
| Kimi K2.5 | 45.0 |
| GPT-5.5 | 45.0 |
| GPT-5.6 Terra | 45.0 |
| GPT-5 Mini | 43.8 |
| GPT-5.4 | 42.5 |
| O4 Mini | 41.3 |
| Haiku 3.5 | 40.0 |
| Grok 4.1 Fast | 40.0 |
| Gemma 4 31B IT | 40.0 |
| Grok 4.5 | 40.0 |
| Sonnet 4.5 | 37.5 |
| Grok 4.20 | 37.5 |