2 papers
cs.CV2026
MIBE: Multi-subject Interaction Benchmark and Evaluator for Personalized Image Generation
Zhihan Chen, Yuhuan Zhao, Yijie Zhu +7
Multi-subject personalized image generation requires the precise rendering of all requested reference identities and their specified interactions based on a guiding prompt. However…
cs.CV2026
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…