Open LMM Reasoning - MathVerse - Applied: leaderboard

The "MathVerse - Applied" 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
1Doubao-1.5-Pro66.1#287
2QVQ-72B-Preview53.2#440
3Gemini 1.5 Pro (002)52.3#349
4Claude 3.7 Sonnet52.3#249
5Gemini 2.0 Flash51.4#342
6VLAA-Thinker-Qwen2.5VL-7B51.4#555
7Claude 3.5 Sonnet (20241022)50.5#291
8InternVL3-78B50.5#352
9GPT-4o ChatGPT50.5
10Taichu-VLR-7B50.5#526
11InternVL3-38B49.5#405
12InternVL3-14B46.8#505
13GPT-4.1 (2025-04-14)45.9#250
14Qwen 2.5 VL 7B45.9#643
15GPT-4.1 Mini44#355

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