Open LMM Reasoning - MathVision - topology: leaderboard

The "MathVision - topology" 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 Mini43.5#355
2InternVL2.5-78B39.1#431
3InternVL3-38B34.8#405
4InternVL2.5-2B34.8#1249
5VLAA-Thinker-Qwen2.5VL-7B34.8#555
6InternVL3-8B30.4#620
7MiniCPM-V-2.630.4#836
8Gemma 3 12B30.4#671
9VLAA-Thinker-Qwen2.5VL-3B30.4#720
10InternVL3-78B26.1#352
11InternVL2-8B26.1#817
12Taichu-VLR-3B26.1#744
13Gemini 2.0 Flash21.7#342
14GPT-4.1 (2025-04-14)21.7#250
15InternVL3-14B21.7#505

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