Open LMM Reasoning - MathVista - MWP — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 100 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-78B | 91.4 |
| 2 | InternVL3-14B | 89.2 |
| 3 | InternVL3-38B | 88.2 |
| 4 | Grok 2 (1212) | 85.5 |
| 5 | Doubao-1.5-Pro | 84.9 |
| 6 | InternVL3-8B | 83.3 |
| 7 | Ovis2-8B | 82.3 |
| 8 | Claude 3.7 Sonnet | 78.5 |
| 9 | InternVL2.5-78B | 78 |
| 10 | Qwen 2 VL 72B | 71 |
| 11 | GPT-4.1 (2025-04-14) | 71 |
| 12 | QVQ-72B-Preview | 70.4 |
| 13 | GPT-4.1 Mini | 68.3 |
| 14 | GPT-4o ChatGPT | 68.3 |
| 15 | Aquila-VL-2B | 67.7 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathvista-mwp · How the rankings work · Data refreshed daily, snapshot 2026-07-22.