2 papers
cs.AI2026
The Human Creativity Benchmark
Aspen Hopkins, Allison Nulty, Alexandria Minetti +2
Modern AI evaluation frameworks treat evaluator disagreement as noise to be resolved. In creative domains, professional disagreement reflects genuine differences in taste, not meas…
cs.CV2026
TASTE: A Designer-Annotated Multi-Dimensional Preference Dataset for AI-Generated Graphic Design
Haonan Zhu, Elad Hirsch, Alexandria Minetti +2
Text-to-image models now generate graphic design at production scale, yet their supervision still comes primarily from photo-style preference datasets with a single overall verdict…