Open LMM Reasoning - MathVista - SCI: leaderboard

The "MathVista - SCI" 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. 100 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4.1-mini-2025041477.9
2GPT-4.1-2025041476.2
3HunYuan-Standard-Vision74.6
4ChatGPT-4o-latest74.6
5Claude3.5-Sonnet-2024102273.8
6InternVL3-14B73.8#505
7SenseNova73
8Gemini-2.0-Flash73
9Ovis2-34B73
10InternVL3-38B73#405

Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mathvista-sci · How It Works · Data refreshed daily, snapshot 2026-10-20.