STEMVerse - Physics - Relativity: leaderboard

STEMVerse physics problems labelled with the sub-discipline 'Relativity', drawn from existing STEM benchmarks pooled into one set; labels come from GPT-4o and were checked by an expert audit. Few-shot prompting in the MegaScience style; accuracy in percent, higher is better. Li et al. (ZGCA and NTU), 2026 preprint.

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

Top models

#ModelScoreOverall rank
1Qwen3-14B-Base51.95#1608
2Qwen3-8B-Base48.05#1728
3Llama 3.1 8B Instruct46.75#4277
4Qwen 2.5 14B Instruct41.56#1745
5Llama 3.2 3B Instruct36.36#7185
6Qwen 2.5 3B35.06#5214
7Qwen 2.5 14B32.47#1794
8Llama 3.1 8B31.17#4900
9Qwen 2.5 7B31.17#2718
10Qwen 2.5 7B Instruct28.57#2583
11Qwen 2.5 3B Instruct28.57#5206
12Llama 3.2 3B22.08#7877
13Qwen3-4B-Base20.78#2444

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=stemverse-physics-relativity · How It Works · Data refreshed daily, snapshot 2026-11-12.