Open LMM Reasoning - WeMath - Understanding of Solid Figures: leaderboard
The "WeMath - Understanding of Solid Figures" 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. 83 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 1.5 Pro (002) | 74.6 | #349 |
| 2 | Doubao-1.5-Pro | 73.1 | #287 |
| 3 | Claude 3.7 Sonnet | 71.4 | #249 |
| 4 | GPT-4.1 (2025-04-14) | 70.5 | #250 |
| 5 | InternVL3-38B | 68.2 | #405 |
| 6 | GPT-4o ChatGPT | 68.1 | |
| 7 | VLAA-Thinker-Qwen2.5VL-7B | 67.7 | #555 |
| 8 | Gemini 2.0 Flash | 67.4 | #342 |
| 9 | InternVL3-8B | 67.1 | #620 |
| 10 | Qwen 2.5 VL 7B | 66.8 | #643 |
| 11 | InternVL2.5-8B-BoN-8 | 66.2 | #639 |
| 12 | Taichu-VLR-7B | 66.1 | #526 |
| 13 | QVQ-72B-Preview | 65.7 | #440 |
| 14 | Claude 3.5 Sonnet (20241022) | 64.3 | #291 |
| 15 | URSA-8B | 62.9 | #811 |
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-wemath-understanding-of-solid-figures · How It Works · Data refreshed daily, snapshot 2026-10-20.