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HyperAI超神经

Novel View Synthesis On Mip Nerf 360

评估指标

LPIPS

PSNR

SSIM

评测结果

各个模型在此基准测试上的表现结果

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

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Novel View Synthesis On Mip Nerf 360 | SOTA | HyperAI超神经