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

The "DynaMath - Subject-analytic 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-Pro33#287
2GPT-4o ChatGPT30.9
3Gemini 2.0 Flash29.9#342
4InternVL3-78B24.7#352
5GPT-4.1 (2025-04-14)24.7#250
6Claude 3.7 Sonnet23.7#249
7GPT-4.1 Mini22.7#355
8QVQ-72B-Preview22.7#440
9InternVL3-38B21.6#405
10Moonshot v1 8K20.6#617
11Gemini 1.5 Pro (002)17.5#349
12Gemma 3 27B17.5#607
13Qwen 2 VL 72B17.5#460
14VLAA-Thinker-Qwen2.5VL-7B16.5#555
15Claude 3.5 Sonnet (20241022)15.5#291

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-analytic-geometry · How It Works · Data refreshed daily, snapshot 2026-10-20.