Human Creativity Benchmark - Ad Images (Ideation) - Prompt Adherence: leaderboard

Metric: Mean expert Likert rating (1-5) of faithfulness to the prompt; advertising 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 1.53.5
2Flux 2 Pro3.27
3Nano Banana Pro (Gemini 3 Pro Image Preview)3.13
4Seedream 4.52.93

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