Open LMM Reasoning - MathVista — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 100 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-78B | 79 |
| 2 | Doubao-1.5-Pro | 78.6 |
| 3 | SenseNova | 78.4 |
| 4 | InternVL2.5-78B-MPO | 76.6 |
| 5 | InternVL3-38B | 76.3 |
| 6 | Ovis2-34B | 76.1 |
| 7 | MUG-U-7B | 74.8 |
| 8 | Step-1o | 74.7 |
| 9 | InternVL3-14B | 74.4 |
| 10 | Qwen2.5-VL-72B | 74.2 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathvista · How the rankings work · Data refreshed daily, snapshot 2026-07-22.