Open LMM Reasoning - DynaMath - Subject-solid geometry: leaderboard

The "DynaMath - Subject-solid 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
1GPT-4.1 Mini40#355
2Gemini 2.0 Flash40#342
3GPT-4.1 (2025-04-14)40#250
4Doubao-1.5-Pro40#287
5Claude 3.5 Sonnet (20241022)33.3#291
6Gemini 1.5 Pro (002)33.3#349
7Gemma 3 27B33.3#607
8Grok 2 (1212)33.3#496
9GPT-4o ChatGPT33.3
10InternVL3-8B26.7#620
11Claude 3.7 Sonnet26.7#249
12Gemma 3 12B26.7#671
13Moonshot v1 8K26.7#617
14QVQ-72B-Preview26.7#440
15VLAA-Thinker-Qwen2.5VL-3B26.7#720

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-dynamath-subject-solid-geometry · How It Works · Data refreshed daily, snapshot 2026-10-20.