STEMVerse - Physics - Thermodynamics and Statistical Physics: leaderboard

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

Top models

#ModelScore
1Qwen3-14B-Base28.45
2Qwen3-8B-Base20.22
3Llama 3.1 8B Instruct20.08
4Llama 3.1 8B17.99
5Qwen 2.5 3B16.32
6Llama 3.2 3B15.48
7Qwen 2.5 14B Instruct15.06
8Qwen 2.5 7B15.06
9Qwen 2.5 14B14.37
10Llama 3.2 3B Instruct12.13
11Qwen3-4B-Base11.58
12Qwen 2.5 7B Instruct10.46
13Qwen 2.5 3B Instruct9.92

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