Open LMM Reasoning - MathVista - ALG — leaderboard

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

Top models

#ModelScore
1Doubao-1.5-Pro89.7
2Gemini 2.0 Flash83.3
3InternVL3-78B82.6
4Gemini 1.5 Pro (002)80.1
5InternVL3-38B78.3
6InternVL3-14B76.5
7Gemma 3 27B76.5
8QVQ-72B-Preview75.4
9InternVL3-8B75.1
10Ovis2-8B75.1
11GPT-4o ChatGPT75.1
12Claude 3.7 Sonnet73.3
13InternVL2.5-78B73
14Grok 2 (1212)73
15GPT-4.1 (2025-04-14)72.6

Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathvista-alg · How the rankings work · Data refreshed daily, snapshot 2026-07-22.