Open LMM Reasoning - MathVerse - Property: leaderboard

The "MathVerse - Property" 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
1Gemini 1.5 Pro (002)71.8#349
2GPT-4.1 (2025-04-14)62#250
3Doubao-1.5-Pro62#287
4Gemini 2.0 Flash59.2#342
5GPT-4o ChatGPT59.2
6GPT-4.1 Mini57.7#355
7InternVL3-78B56.3#352
8InternVL3-38B54.9#405
9Claude 3.7 Sonnet53.5#249
10Qwen 2 VL 72B53.5#460
11Claude 3.5 Sonnet (20241022)52.1#291
12InternVL2.5-78B52.1#431
13Taichu-VLR-7B52.1#526
14QVQ-72B-Preview50.7#440
15Qwen 2.5 VL 7B49.3#643

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-mathverse-property · How It Works · Data refreshed daily, snapshot 2026-10-20.