Human Creativity Benchmark - Ad Video (Mockup) - Usability: leaderboard

Human Creativity Benchmark (Hopkins et al., 2026): professional creatives rate anonymized product advertising videos at the Mockup stage, where a chosen direction is developed into a coherent concept. The score is the mean 1-5 rating of how well the output would work in the context of the prompt and campaign, over the evaluators and prompts of this domain and stage; higher is better.

Metric: Mean expert Likert rating (1-5) of usability in the context of the prompt and campaign; product advertising videos at the Mockup stage, rated by professional creatives. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 4 models tracked.

Top models

#ModelScoreOverall rank
1Kling 3.0 Pro3.36
2Veo 3.13.25
3Grok Imagine Video3.06
4Seedance 1.5 Pro2.83

Interactive version: theaggregate.ai/benchmark?slug=human-creativity-benchmark-ad-video-mockup-usability · How It Works · Data refreshed daily, snapshot 2026-11-12.