STEMVerse - Physics - Bloom Level: Remember: leaderboard

STEMVerse physics problems labelled with the Bloom cognitive level 'Remember' (recall of facts and formulas), 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-Base45.71#1608
2Qwen3-8B-Base42.14#1728
3Llama 3.1 8B Instruct37.86#4277
4Qwen 2.5 14B Instruct32.86#1745
5Qwen 2.5 7B32.86#2718
6Llama 3.2 3B Instruct32.14#7185
7Qwen3-4B-Base31.43#2444
8Llama 3.1 8B30.71#4900
9Qwen 2.5 14B30.71#1794
10Llama 3.2 3B27.86#7877
11Qwen 2.5 3B23.57#5214
12Qwen 2.5 3B Instruct19.29#5206
13Qwen 2.5 7B Instruct17.86#2583

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-bloom-level-remember · How It Works · Data refreshed daily, snapshot 2026-11-12.