Open LMM Reasoning - DynaMath - Subject-puzzle test; Avg: leaderboard

The "DynaMath - Subject-puzzle test; Avg" 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 Mini72.9#355
2GPT-4.1 (2025-04-14)67.6#250
3Doubao-1.5-Pro65.3#287
4Claude 3.7 Sonnet61.8#249
5GPT-4o ChatGPT61.8
6Gemini 2.0 Flash57.6#342
7Claude 3.5 Sonnet (20241022)54.7#291
8QVQ-72B-Preview54.1#440
9InternVL3-38B52.9#405
10InternVL3-78B50.6#352
11InternVL3-14B49.4#505
12Gemini 1.5 Pro (002)48.8#349
13InternVL2.5-78B-CoT48.8#469
14GPT-4.1 Nano43.5#731
15Grok 2 (1212)42.9#496

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-puzzle-test-avg · How It Works · Data refreshed daily, snapshot 2026-10-20.