notesum.ai

Published at December 10

GASP: Gaussian Avatars with Synthetic Priors

cs.CV

cs.AI

cs.GR

Released Date: December 10, 2024

Authors: Jack Saunders¹, Charlie Hewitt¹, Yanan Jian¹, Marek Kowalski¹, Tadas Baltrusaitis¹, Yiye Chen², Darren Cosker³, Virginia Estellers¹, Nicholas Gyde¹, Vinay P. Namboodiri³, Benjamin E Lundell¹

Aff.: ¹Microsoft; ²Georgia Tech; ³University of Bath

Arxiv: http://arxiv.org/pdf/2412.07739v1

	Monocular Video						Single Image
Method	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	FID $\downarrow$	ID-SIM $\uparrow$	QUAL $\uparrow$	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	FID $\downarrow$	ID-SIM $\uparrow$	QUAL $\uparrow$
FlashAvatar	17.25	0.603	0.450	351	0.234	2.08	13.26	0.490	0.519	367	0.057	2.05
GaussianAvatars	17.39	0.601	0.428	366	0.179	2.08	14.80	0.474	0.475	385	0.000	2.03
ROME*	-	-	-	-	-	-	15.78	0.543	0.441	136	0.408	3.38
DiffusionRig	19.67	0.343	0.436	155	0.302	2.98	16.87	0.316	0.541	183	0.239	3.15
Ours	21.34	0.712	0.333	117	0.568	3.68	20.73	0.677	0.348	119	0.526	3.80