When Identities Collapse: A Stress-Test Benchmark for Multi-Subject Personalization

Zhihan Chen, Yuhuan Zhao, Yijie Zhu +1

Subject-driven text-to-image diffusion models have achieved remarkable success in preserving single identities, yet their ability to compose multiple interacting subjects remains l…