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Novel View Synthesis On Mip Nerf 360

Metriken

LPIPS

PSNR

SSIM

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	LPIPS	PSNR	SSIM	Paper Title	Repository
HAC 3DGS	0.230	27.77	0.811	HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression
C3DGS	0.247	27.08	0.798	Compact 3D Gaussian Representation for Radiance Field	-
Compact3D	0.228	27.16	0.808	CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization
NeRF++	0.427	22.76	0.548	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
LightGaussian	0.21	28.45	0.857	LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
NeRF	0.515	21.46	0.458	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
MVGS	0.171	29.82	0.877	MVGS: Multi-view-regulated Gaussian Splatting for Novel View Synthesis	-
MobileNeRF	0.47	21.95	0.47	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
Compressed 3D Gaussian Splatting	0.238	26.98	0.80	Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis
Li Auto Inc.	NaN	Inf	Inf	-	-
Self-Organizing Gaussians	0.22	27.64	0.864	Compact 3D Scene Representation via Self-Organizing Gaussian Grids
3D Gaussian Splatting	0.214	27.21	0.815	3D Gaussian Splatting for Real-Time Radiance Field Rendering
RadSplat	0.171	28.14	0.843	-	-

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