Open LMM Reasoning - MathVerse: leaderboard

Metric: Accuracy (%). Source: huggingface.co. 100 models tracked.

Top models

#ModelScore
1Doubao-1.5-Pro64.7
2Gemini 1.5 Pro (002)54.8
3InternVL3-78B51
4GPT-4o ChatGPT49.9
5GPT-4.1 (2025-04-14)48.9
6InternVL3-38B48.2
7QVQ-72B-Preview48.2
8VLAA-Thinker-Qwen2.5VL-7B48.2
9Gemini 2.0 Flash47.8
10GPT-4.1 Mini47.3
11Claude 3.7 Sonnet46.7
12Taichu-VLR-7B46.7
13Claude 3.5 Sonnet (20241022)46.3
14InternVL2.5-78B-CoT40.1
15InternVL2.5-78B39.2

Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathverse · How It Works · Data refreshed daily, snapshot 2026-09-05.