Open LMM Reasoning - MMMath - Difficulty-hard: leaderboard
The "MMMath - Difficulty-hard" 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: Around 2028. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | InternVL2-8B | 9 | #817 |
| 2 | Qwen 2 VL 72B | 8.6 | #460 |
| 3 | Qwen 2 VL 7B | 6 | #750 |
| 4 | Qwen 2 VL 2B | 3.3 | #1220 |
| 5 | Llama 3.2 11B Instruct | 2.5 | #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-hard · How It Works · Data refreshed daily, snapshot 2026-10-20.