Author

Elad Hirsch

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#artificial intelligence May 2026

TASTE: A Designer-Annotated Multi-Dimensional Preference Dataset for AI-Generated Graphic Design

A criterion-agnostic signal-validation framework based on Kendall's $\tau$, majority-vote probability, and Condorcet cycles against exact iid-uniform nulls; the analysis reveals significant but moderate designer agreement, with every TASTE criterion rejecting the random-rater null.

Hao-Nan Zhu, Elad Hirsch, A. Minetti et al. · arXiv.org · 0 citations

A Typography Benchmark for Co-Creative Graphic-Design Agents

A typography-focused benchmark of 12 tasks grounded in a layered-composition corpus of 989 real-world design templates and 2,568 text elements is introduced to quantify how well future design partners can perceive, reproduce, and manipulate the ty-pographic layer designers care about most.

Jaejung Seol, Elad Hirsch, Hao-Nan Zhu et al. · 0 citations