Open LMM Reasoning - WeMath - Understanding of Plane Figures: leaderboard

The "WeMath - Understanding of Plane Figures" 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. 83 models tracked.

Top models

#ModelScoreOverall rank
1Doubao-1.5-Pro81#287
2GPT-4.1 (2025-04-14)75.8#250
3Gemini 1.5 Pro (002)75.3#349
4Gemini 2.0 Flash73#342
5InternVL3-38B71.9#405
6GPT-4o ChatGPT71.9
7Claude 3.5 Sonnet (20241022)70#291
8InternVL3-78B69.7#352
9InternVL2.5-78B69#431
10Claude 3.7 Sonnet67.5#249
11Taichu-VLR-7B67.2#526
12Gemma 3 27B66.6#607
13URSA-8B65.8#811
14Grok 2 (1212)63.7#496
15InternVL3-8B63.1#620

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-wemath-understanding-of-plane-figures · How It Works · Data refreshed daily, snapshot 2026-10-20.