AI RESEARCH

FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-On

arXiv CS.CV

ArXi:2604.08526v1 Announce Type: new Given a person and a garment image, virtual try-on (VTO) aims to synthesize a realistic image of the person wearing the garment, while preserving their original pose and identity. Although recent VTO methods excel at visualizing garment appearance, they largely overlook a crucial aspect of the try-on experience: the accuracy of garment fit -- for example, depicting how an extra-large shirt looks on an extra-small person.