Open LMM Reasoning - MathVerse - Length — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 100 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Doubao-1.5-Pro | 68.7 |
| 2 | Gemini 1.5 Pro (002) | 62.6 |
| 3 | InternVL3-78B | 58.2 |
| 4 | GPT-4.1 (2025-04-14) | 58.2 |
| 5 | GPT-4.1 Mini | 56.6 |
| 6 | GPT-4o ChatGPT | 56.6 |
| 7 | Ovis2-8B | 54.9 |
| 8 | InternVL3-38B | 53.8 |
| 9 | QVQ-72B-Preview | 52.7 |
| 10 | Claude 3.5 Sonnet (20241022) | 52.2 |
| 11 | Claude 3.7 Sonnet | 52.2 |
| 12 | InternVL3-14B | 50.5 |
| 13 | Gemini 2.0 Flash | 50 |
| 14 | InternVL3-8B | 45.1 |
| 15 | InternVL2.5-78B | 39 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathverse-length · How the rankings work · Data refreshed daily, snapshot 2026-07-22.