notesum.ai

Published at December 10

PRM: Photometric Stereo based Large Reconstruction Model

cs.CV

cs.GR

Released Date: December 10, 2024

Authors: Wenhang Ge¹, Jiantao Lin¹, Guibao Shen¹, Jiawei Feng¹, Tao Hu², Xinli Xu¹, Ying-Cong Chen³

Aff.: ¹HKUST-GZ; ²National University of Singapore; ³HKUST

Arxiv: http://arxiv.org/pdf/2412.07371v1

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Dataset	GSO					OmniObject3D
Metric	CD $\downarrow$	FS@0.1 $\uparrow$	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	CD $\downarrow$	FS@0.1 $\uparrow$	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$
TripoSR	0.109	0.872	15.247	0.859	0.197	0.083	0.940	15.237	0.865	0.176
CRM	0.202	0.707	17.293	0.854	0.142	0.088	0.907	18.293	0.894	0.112
LGM	0.144	0.800	17.643	0.869	0.158	0.138	0.823	17.893	0.884	0.139
InstantMesh	0.076	0.931	19.988	0.901	0.096	0.096	0.892	18.608	0.903	0.096
PRM	0.050	0.981	25.125	0.929	0.061	0.053	0.979	25.063	0.932	0.063