GeoChallenge - Hard: leaderboard
Metric: Exact match in percent on the Hard split on GeoChallenge-small (908 multiple-choice geometry proof problems sampled to match the full set's difficulty profile; one or more correct options per problem), unified prompt, greedy decoding (temperature 0), 16,384 output tokens, no tools; a problem counts only when the selected option set equals the gold set (no-guess protocol), with the problem text and its rendered diagram; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | O3 (2025-04-16) | 65.76 | #117 |
| 2 | Claude 3.5 Sonnet | 10.87 | #337 |
| 3 | GPT-4o | 9.24 | #333 |
| 4 | Gemini 1.5 Pro | 9.24 | #442 |
| 5 | Qwen 2 VL 7B Instruct | 0 | #816 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=geochallenge-hard · How It Works · Data refreshed daily, snapshot 2026-10-11.