Beyond the Pixels: VLM-based Evaluation of Identity Preservation in Reference-Guided Synthesis
arXiv:2511.08087v1 Announce Type: cross Abstract: Evaluating identity preservation in generative models remains a critical yet unresolved challenge. Existing metrics rely…

