Open LMM Reasoning - MathVerse - Solid Geometry — leaderboard

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

Top models

#ModelScore
1Doubao-1.5-Pro52.9
2Claude 3.7 Sonnet38.7
3InternVL3-78B37.8
4InternVL3-38B37.8
5Gemini 1.5 Pro (002)37.8
6GPT-4.1 Mini34.5
7Claude 3.5 Sonnet (20241022)34.5
8GPT-4o ChatGPT33.6
9InternVL3-14B31.9
10GPT-4.1 (2025-04-14)30.3
11InternVL3-8B28.6
12QVQ-72B-Preview28.6
13Gemini 2.0 Flash27.7
14Ovis2-8B22.7
15Grok 2 (1212)22.7

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