Open LMM Reasoning - MathVista - GEO: leaderboard

The "MathVista - GEO" 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
1Doubao-1.5-Pro89.1#287
2InternVL2.5-78B-MPO84.1
3Gemini-2.0-Pro83.7
4InternVL3-78B83.3#352
5GLM-4v-Plus-2025011182.8
6SenseNova82
7Gemini-2.0-Flash81.6
8Ovis2-34B81.2
9InternVL2.5-38B-MPO80.8
10Gemini-1.5-Pro-00280.3

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