arxivcs.CV2026-07-07
PIPBench: A Profile-Inclusive Framework for Personalized Image Generation Evaluation
Yuhang Wu, Shuxiang Zhang, Wee Hian Ching, Chi Zhang, Miao Liu
Recent text-to-image models such as DALLE-3 excel at following diverse prompts yet remain blind to individual aesthetic preferences. We study personalized image generation, where models must align outputs with a user's implicit visual preferences based on a few historically prefe…