Open LMM Reasoning - MathVista - NUM — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 100 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o ChatGPT | 59.7 |
| 2 | Doubao-1.5-Pro | 56.2 |
| 3 | InternVL3-78B | 55.6 |
| 4 | GPT-4.1 (2025-04-14) | 52.8 |
| 5 | Qwen 2 VL 72B | 51.4 |
| 6 | InternVL3-38B | 50.7 |
| 7 | Gemini 2.0 Flash | 50 |
| 8 | InternVL3-14B | 48.6 |
| 9 | Gemini 1.5 Pro (002) | 47.2 |
| 10 | InternVL3-8B | 46.5 |
| 11 | GPT-4.1 Mini | 45.1 |
| 12 | InternVL2.5-78B | 45.1 |
| 13 | Grok 2 (1212) | 45.1 |
| 14 | Ovis2-8B | 43.8 |
| 15 | MiniCPM-V-2.6 | 41.7 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathvista-num · How the rankings work · Data refreshed daily, snapshot 2026-07-22.