Open LMM Reasoning - MathVista - GPS: leaderboard

The "MathVista - GPS" 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-Pro91.3#287
2InternVL2.5-78B-MPO87
3InternVL3-78B86.1#352
4Gemini-2.0-Pro85.6
5SenseNova85.1
6GLM-4v-Plus-2025011185.1
7Gemini-2.0-Flash84.6
8InternVL2.5-38B-MPO84.1
9Ovis2-34B83.7
10MiniCPM-o-2.683.2

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