STEMVerse - Biology - Ecology: leaderboard
Metric: Few-shot accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen3-8B-Base | 51.86 |
| 2 | Qwen3-14B-Base | 50.93 |
| 3 | Qwen 2.5 14B Instruct | 49.07 |
| 4 | Qwen 2.5 14B | 47.52 |
| 5 | Qwen 2.5 7B | 45.34 |
| 6 | Qwen3-4B-Base | 45.03 |
| 7 | Llama 3.1 8B Instruct | 42.86 |
| 8 | Qwen 2.5 3B | 41.61 |
| 9 | Llama 3.1 8B | 40.37 |
| 10 | Qwen 2.5 3B Instruct | 39.44 |
| 11 | Llama 3.2 3B Instruct | 38.2 |
| 12 | Llama 3.2 3B | 36.96 |
| 13 | Qwen 2.5 7B Instruct | 34.16 |
Interactive version: theaggregate.ai/benchmark?slug=stemverse-biology-ecology · How It Works · Data refreshed daily, snapshot 2026-09-25.