Novel View Synthesis On Nerf

Metriken

LPIPS

PSNR

SSIM

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

				Paper Title	Code
Deformable Beta Splatting	0.028	34.66	0.973	Deformable Beta Splatting
Self-Organizing Gaussians	0.031	33.7	0.969	Compact 3D Scene Representation via Self-Organizing Gaussian Grids
I-NGP	-	33.18	-	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
TensoRF	-	33.14	0.963	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
K-Planes (hybrid)	-	32.36	0.967	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
K-Planes (explicit)	-	32.21	0.964	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
Plenoxels	-	31.71	0.958	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
JAXNeRF	0.051	31.65	0.952	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
NeRF	0.081	31	0.947	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
MobileNeRF	0.062	30.9	0.947	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
SNeRG	0.05	30.38	0.95	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
PVD_Hash2NeRF	-	-	-	One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation

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Novel View Synthesis On Nerf

Metriken

LPIPS

PSNR

SSIM

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

				Paper Title	Code
Deformable Beta Splatting	0.028	34.66	0.973	Deformable Beta Splatting
Self-Organizing Gaussians	0.031	33.7	0.969	Compact 3D Scene Representation via Self-Organizing Gaussian Grids
I-NGP	-	33.18	-	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
TensoRF	-	33.14	0.963	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
K-Planes (hybrid)	-	32.36	0.967	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
K-Planes (explicit)	-	32.21	0.964	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
Plenoxels	-	31.71	0.958	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
JAXNeRF	0.051	31.65	0.952	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
NeRF	0.081	31	0.947	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
MobileNeRF	0.062	30.9	0.947	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
SNeRG	0.05	30.38	0.95	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
PVD_Hash2NeRF	-	-	-	One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation

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