notesum.ai

Published at November 27

TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models

cs.CV

cs.AI

Released Date: November 27, 2024

Authors: Riza Velioglu¹, Petra Bevandic¹, Robin Chan¹, Barbara Hammer¹

Aff.: ¹Bielefeld University, Germany

Arxiv: http://arxiv.org/abs/2411.18350v1

Refer to caption

		MS-	CW-	L-		CLIP-		DI-
Method	SSIM $\uparrow$	SSIM $\uparrow$	SSIM $\uparrow$	PIPS $\downarrow$	FID $\downarrow$	FID $\downarrow$	KID $\downarrow$	STS $\downarrow$
GAN-Pose [36]	77.4	63.8	32.5	44.2	73.2	30.9	55.8	30.4
ViscoNet [7]	58.5	50.7	28.9	54.0	42.3	12.1	25.5	31.2
OOTDiff. [57]	65.1	50.6	26.1	49.5	54.0	17.5	33.2	32.4
CatVTON [9]	72.8	56.9	32.0	45.9	31.4	9.7	17.8	28.2
Ours: TryOffDiff	79.5	70.4	46.2	32.4	25.1	9.4	8.9	23.0