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

The "WeMath - Calculation of Solid 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-Pro90.5#287
2GPT-4.1 (2025-04-14)85.5#250
3Claude 3.7 Sonnet85.5#249
4InternVL2.5-8B-BoN-885.4#639
5GPT-4o ChatGPT85.3
6InternVL3-8B82.4#620
7Gemma 3 4B81.7#1089
8Gemma 3 27B81.3#607
9InternVL3-78B81.2#352
10Claude 3.5 Sonnet (20241022)80.9#291
11InternVL3-14B80.7#505
12InternVL3-38B80#405
13Taichu-VLR-7B79.9#526
14Gemini 2.0 Flash77.8#342
15Gemma 3 12B77.5#671

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-solid-figures · How It Works · Data refreshed daily, snapshot 2026-10-20.