Design Creativity Bench 发布：16 个前沿模型 UI 设计创造力评测
Why do LLM pelicans look like this?
研究人员发布 Design Creativity Bench，在 80 个开放性 UI 任务、两种产品域上评估 16 个前沿模型的 UI 设计创造力，从原创性、创意范围和适配性三个维度衡量。
用原创性、创意范围和适配性三维度衡量前沿模型的 UI 设计创造力，给出与人类设计师的具体分数差距。
DD
Dipanjan Dey ✓
@Dipanjan_Dey
⚠️ Frontier AI models still fall significantly short of human designers on design creativity. ⚠️
Introducing Design Creativity Bench, a new benchmark evaluating AI models’ creativity on UI design tasks.
Despite rapid advances in their ability to generate functional websites and product UIs, leading AI models still struggle to make creative design decisions.
We evaluated 16 frontier models across 80 open-ended UI tasks, each adapted to two distinct product domains alongside human designer references.
Existing UI benchmarks often measure a single output quality metric. Instead, we measure three dimensions of design creativity:
- – Originality: How distinct a model's designs are from other models' outputs for the same brief.
- – Creative Range: How much a model adapts its design decisions when the product domain changes.
- – Appropriateness: How well the generated UI satisfies the functional requirements of the brief.
The results reveal a substantial gap in overall creativity: The best model, @OpenAI GPT-6 Astra, scores 65.5 against a human reference of 92.3.
We're publishing the full leaderboard, methodology, and reproducible evaluation framework to make design creativity a measurable dimension of frontier model capability.
📊 Benchmark Leaderboard: https://kombai.com/benchmark/
📄 Paper: https://arxiv.org/abs/2610.11539
🤗 HuggingFace Datasets: https://huggingface.co/datasets/Kombai/design-creativity-bench
🔗 Github: https://github.com/kombai-io/design-creativity-bench/
来源：Hacker News · arcfu.com