Persistent Identity Preservation in Generative Image Models: A Benchmark and Evaluation System

Mengwei Ren, Xuaner Zhang, Zhihao Xia

Generative image models can now produce high-quality images, follow complex instructions, and support precise edits, but they still struggle to preserve who or what is being depict…