STEMVerse - Mathematics - Bloom Level: Create: leaderboard

STEMVerse mathematics problems labelled with the Bloom cognitive level 'Create' (constructing new solutions or designs), 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
1Qwen 2.5 14B Instruct37.5#1745
2Qwen 2.5 7B Instruct25#2583
3Qwen3-8B-Base25#1728
4Qwen3-4B-Base25#2444
5Qwen3-14B-Base12.5#1608
6Llama 3.1 8B Instruct0#4277
7Llama 3.2 3B Instruct0#7185
8Llama 3.1 8B0#4900
9Qwen 2.5 3B Instruct0#5206
10Qwen 2.5 7B0#2718
11Qwen 2.5 3B0#5214
12Llama 3.2 3B0#7877
13Qwen 2.5 14B0#1794

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