STEMVerse - Mathematics - Algebra and Geometry: leaderboard

STEMVerse mathematics problems labelled with the sub-discipline 'Algebra and Geometry', 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
1Qwen3-8B-Base55.09#1728
2Qwen3-14B-Base52.06#1608
3Qwen 2.5 3B Instruct50.94#5206
4Qwen 2.5 14B49.88#1794
5Qwen3-4B-Base48.42#2444
6Qwen 2.5 7B46.51#2718
7Qwen 2.5 7B Instruct40.25#2583
8Qwen 2.5 14B Instruct38.62#1745
9Qwen 2.5 3B37.67#5214
10Llama 3.1 8B Instruct36.34#4277
11Llama 3.2 3B Instruct30.79#7185
12Llama 3.1 8B20.38#4900
13Llama 3.2 3B8.74#7877

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

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