Open LMM Reasoning - MathVerse - Plane Geometry: leaderboard

The "MathVerse - Plane Geometry" subtask of Open LMM Reasoning. A task from the Open LMM Reasoning leaderboard, which evaluates large multimodal models on multi-step visual, mathematical and logical reasoning problems.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 100 models tracked.

Top models

#ModelScoreOverall rank
1Doubao-1.5-Pro67.5#287
2Gemini 1.5 Pro (002)57.6#349
3VLAA-Thinker-Qwen2.5VL-7B53.3#555
4InternVL3-78B52.4#352
5Taichu-VLR-7B52.4#526
6QVQ-72B-Preview51.6#440
7GPT-4o ChatGPT51.2
8GPT-4.1 (2025-04-14)50.2#250
9Gemini 2.0 Flash49.4#342
10InternVL3-38B48.8#405
11Claude 3.5 Sonnet (20241022)47.6#291
12GPT-4.1 Mini46.7#355
13Claude 3.7 Sonnet46.7#249
14InternVL3-14B45.5#505
15Qwen 2.5 VL 7B44.1#643

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathverse-plane-geometry · How It Works · Data refreshed daily, snapshot 2026-10-20.