Human Creativity Benchmark - Brand Assets (Ideation) - Prompt Adherence: leaderboard

Metric: Mean expert Likert rating (1-5) of faithfulness to the prompt; brand-design images at the Ideation stage, rated by professional creatives. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 4 models tracked.

Top models

#ModelScore
1GPT Image 1.54.26
2Flux 2 Max3.81
3Nano Banana Pro (Gemini 3 Pro Image Preview)3.62
4Seedream 4.53.55

Interactive version: theaggregate.ai/benchmark?slug=human-creativity-benchmark-brand-assets-ideation-prompt-adherence · How It Works · Data refreshed daily, snapshot 2026-09-26.