STEMVerse - Biology - Physiology and Integrative Biology: leaderboard
Metric: Few-shot accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen3-14B-Base | 53.71 |
| 2 | Qwen3-8B-Base | 48 |
| 3 | Qwen 2.5 14B | 47.43 |
| 4 | Qwen 2.5 14B Instruct | 44.57 |
| 5 | Qwen3-4B-Base | 41.71 |
| 6 | Qwen 2.5 7B | 40 |
| 7 | Qwen 2.5 3B Instruct | 38.29 |
| 8 | Llama 3.1 8B Instruct | 34.86 |
| 9 | Qwen 2.5 3B | 34.29 |
| 10 | Llama 3.1 8B | 32.57 |
| 11 | Llama 3.2 3B Instruct | 30.29 |
| 12 | Llama 3.2 3B | 30.29 |
| 13 | Qwen 2.5 7B Instruct | 25.14 |
Interactive version: theaggregate.ai/benchmark?slug=stemverse-biology-physiology-and-integrative-biology · How It Works · Data refreshed daily, snapshot 2026-09-25.