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

The "WeMath - Calculation 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-Pro90.7#287
2InternVL3-38B83.5#405
3GPT-4.1 (2025-04-14)83.3#250
4Claude 3.7 Sonnet82.2#249
5VLAA-Thinker-Qwen2.5VL-7B82#555
6Taichu-VLR-7B81.3#526
7Claude 3.5 Sonnet (20241022)80.9#291
8Gemini 1.5 Pro (002)80.8#349
9InternVL2.5-78B80.4#431
10InternVL3-78B80.3#352
11GPT-4o ChatGPT80.1
12Gemini 2.0 Flash79.9#342
13InternVL3-14B78.4#505
14InternVL3-8B78#620
15QVQ-72B-Preview77.7#440

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