Open LMM Reasoning - MMMath - Knowledge-L1-Transformations of Shapes — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL2-8B | 18 |
| 2 | Qwen 2 VL 72B | 14.3 |
| 3 | Qwen 2 VL 7B | 13.4 |
| 4 | Qwen 2 VL 2B | 5.8 |
| 5 | Llama 3.2 11B Instruct | 3.7 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-mmmath-knowledge-l1-transformations-of-shapes · How the rankings work · Data refreshed daily, snapshot 2026-07-22.