notesum.ai

Published at December 4

Volumetrically Consistent 3D Gaussian Rasterization

cs.CV

Released Date: December 4, 2024

Authors: Chinmay Talegaonkar¹, Yash Belhe¹, Ravi Ramamoorthi¹, Nicholas Antipa¹

Aff.: ¹University of California San Diego

Arxiv: http://arxiv.org/pdf/2412.03378v1

Refer to caption

Dataset	Mip-NeRF360				Tanks&Temples				DeepBlending
Method—Metric	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS^↓	FPS	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS^↓	FPS	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS^↓	FPS
Plenoxels [49]	23.08	0.626	0.463	6.79	21.08	0.719	0.379	13.0	23.06	0.795	0.510	11.2
INGP-Big [37]	25.59	0.699	0.331	9.43	21.92	0.745	0.305	14.4	24.96	0.817	0.390	2.79
M-NeRF360 [5]	27.69	0.792	0.237	0.06	22.22	0.759	0.257	0.14	29.40	0.901	0.245	0.09
Don’t Splat [11]	22.07	0.536	-	28-39	23.93	0.850	-	28-39	-	-	-	-
EVER [31]	27.51	0.825	-	36	-	-	-	-	-	-	-	-
3DGS-Slang [25]	27.52	0.813	0.222	159	23.64	0.850	0.176	225	29.78	0.906	0.248	163
GES [19]	26.91	0.794	0.250	186	23.35	0.836	0.198	210	29.68	0.901	0.252	160
Ours	27.30	0.813	0.209	136	23.74	0.854	0.167	185	29.72	0.908	0.247	172