Open LMM Reasoning - MathVerse — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 100 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Doubao-1.5-Pro | 64.7 |
| 2 | Gemini 1.5 Pro (002) | 54.8 |
| 3 | InternVL3-78B | 51 |
| 4 | GPT-4o ChatGPT | 49.9 |
| 5 | GPT-4.1 (2025-04-14) | 48.9 |
| 6 | InternVL3-38B | 48.2 |
| 7 | QVQ-72B-Preview | 48.2 |
| 8 | Gemini 2.0 Flash | 47.8 |
| 9 | GPT-4.1 Mini | 47.3 |
| 10 | Claude 3.7 Sonnet | 46.7 |
| 11 | Claude 3.5 Sonnet (20241022) | 46.3 |
| 12 | InternVL3-14B | 43.7 |
| 13 | Ovis2-8B | 42.3 |
| 14 | InternVL2.5-78B | 39.2 |
| 15 | InternVL3-8B | 38.5 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathverse · How the rankings work · Data refreshed daily, snapshot 2026-07-22.