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Published at December 4

PEMF-VVTO: Point-Enhanced Video Virtual Try-on via Mask-free Paradigm

cs.CV

cs.AI

Released Date: December 4, 2024

Authors: Tianyu Chang¹, Xiaohao Chen. Zhichao Wei, Xuanpu Zhang², Qing-Guo Chen³, Weihua Luo³, Xun Yang¹

Aff.: ¹University of Science and Technology of China; ²Tianjin University; ³Alibaba International Digital Commerce

Arxiv: http://arxiv.org/pdf/2412.03021v1

Refer to caption

Method	VITON-HD			Dresscode
Method	SSIM $\uparrow$	LPIPS $\downarrow$	FID $\downarrow$	SSIM $\uparrow$	LPIPS $\downarrow$	FID $\downarrow$
LaDI-VTON^∗ [29]	0.871	0.0941	13.01	0.915	0.0620	16.71
StableVITON^∗ [26]	0.888	0.073		-	-
IDM-VTON^∗ [7]	0.870	0.102	6.29	0.920	0.062	8.64
WildVidFit^† [21]	0.883	0.077	8.67	0.928	0.043	12.48
GPD-VVTO^† [43]	0.891	0.070	8.57	0.924	0.045	4.18
Base [13]	0.881	0.089	8.67	0.907	0.070	8.28
Base + MF	0.893	0.065	7.10	0.926	0.036	3.52
Base + MF + PET	0.894	0.062	6.86	0.927	0.034	3.41