TASTE supplies designer ratings across nine criteria for outputs from four text-to-image models, with statistical tests showing moderate agreement and benchmarks where existing scorers reach at most 0.55 macro agreement while a new head reaches 0.611.
HPSv3: Towards wide- spectrum human preference score
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TASTE: A Designer-Annotated Multi-Dimensional Preference Dataset for AI-Generated Graphic Design
TASTE supplies designer ratings across nine criteria for outputs from four text-to-image models, with statistical tests showing moderate agreement and benchmarks where existing scorers reach at most 0.55 macro agreement while a new head reaches 0.611.