STEMVerse - Chemistry - Physical Chemistry: leaderboard

Metric: Few-shot accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 16 models tracked.

Top models

#ModelScore
1Qwen3-14B-Base40.2
2Qwen3-4B-Base37.25
3Qwen 2.5 7B Instruct33.33
4Qwen 2.5 7B33.33
5Qwen3-8B-Base32.35
6Qwen 2.5 14B Instruct29.41
7Qwen 2.5 14B28.43
8Qwen 2.5 3B25.49
9Llama 3.1 8B Instruct23.53
10Llama 3.2 3B Instruct21.57
11Llama 3.1 8B21.57
12Qwen 2.5 3B Instruct20.59
13Llama 3.2 3B11.76

Interactive version: theaggregate.ai/benchmark?slug=stemverse-chemistry-physical-chemistry · How It Works · Data refreshed daily, snapshot 2026-09-25.