notesum.ai

Published at October 24

cs.AI

Released Date: October 24, 2024

Authors: Xin Fei¹, Wenzhao Zheng¹, Yueqi Duan¹, Wei Zhan², Masayoshi Tomizuka², Kurt Keutzer², Jiwen Lu¹

Aff.: ¹Tsinghua University; ²University of California, Berkeley

Datasets	Methods	2 $\rightarrow$ 2 Views		2 $\rightarrow$ 3 Views		2 $\rightarrow$ 4 Views
Datasets	Methods	PSNR $\uparrow$	LPIPS $\downarrow$	PSNR $\uparrow$	LPIPS $\downarrow$	PSNR $\uparrow$	LPIPS $\downarrow$
RealEstate10K	pixelNeRF	20.25	0.556	21.15	0.525	21.68	0.518
	MuRF	25.95	0.146	26.23	0.137	26.40	0.134
	pixelSplat	25.67	0.145	22.35	0.242	20.12	0.283
	MVSplat	26.25	0.130	22.94	0.236	20.74	0.268
	PixelGaussian	26.72	0.126	26.79	0.123	26.85	0.122
ACID	pixelNeRF	20.66	0.530	21.33	0.518	21.40	0.506
	MuRF	27.94	0.163	28.22	0.154	28.35	0.149
	pixelSplat	28.06	0.152	23.73	0.276	20.15	0.294
	MVSplat	28.26	0.144	23.85	0.268	20.32	0.275
	PixelGaussian	28.63	0.140	28.72	0.137	28.78	0.137