Open LMM Reasoning - MMMath - Difficulty-medium: leaderboard

The "MMMath - Difficulty-medium" 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. 8 models tracked.

Top models

#ModelScoreOverall rank
1InternVL2-8B22.7#817
2Qwen 2 VL 72B17.3#460
3Qwen 2 VL 7B14.1#750
4Qwen 2 VL 2B6.8#1220
5Llama 3.2 11B Instruct4.3#1126

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-mmmath-difficulty-medium · How It Works · Data refreshed daily, snapshot 2026-10-20.