Open LMM Reasoning - WeMath - Route Map — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 83 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Doubao-1.5-Pro | 78 |
| 2 | Qwen 2 VL 72B | 73.9 |
| 3 | Gemini 2.0 Flash | 70.6 |
| 4 | GPT-4.1 (2025-04-14) | 70.6 |
| 5 | Claude 3.7 Sonnet | 70.3 |
| 6 | InternVL3-38B | 66.2 |
| 7 | InternVL2.5-78B | 66.2 |
| 8 | InternVL3-78B | 65.9 |
| 9 | Gemini 1.5 Pro (002) | 65.7 |
| 10 | Claude 3.5 Sonnet (20241022) | 62.6 |
| 11 | GPT-4.1 Nano | 62.6 |
| 12 | GPT-4o ChatGPT | 62.6 |
| 13 | InternVL3-8B | 59.1 |
| 14 | InternVL3-14B | 58.5 |
| 15 | Qwen 2 VL 7B | 55.8 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-wemath-route-map · How the rankings work · Data refreshed daily, snapshot 2026-07-22.