Novel View Synthesis on Mip-NeRF 360

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	Li Auto Inc.	Infinity	No	-	-	-
2	MVGS	0.877	No	MVGS: Multi-view-regulated Gaussian Splatting fo...	2024-10-02	Code
3	Self-Organizing Gaussians	0.864	No	Compact 3D Scene Representation via Self-Organiz...	2023-12-19	Code
4	LightGaussian	0.857	No	LightGaussian: Unbounded 3D Gaussian Compression...	2023-11-28	Code
5	RadSplat	0.843	No	-	-	-
6	3DGEER	0.821	No	3DGEER: Exact and Efficient Volumetric Rendering...	2025-05-29	Code
7	3D Gaussian Splatting	0.815	No	3D Gaussian Splatting for Real-Time Radiance Fie...	2023-08-08	Code
8	HAC 3DGS	0.811	No	HAC: Hash-grid Assisted Context for 3D Gaussian ...	2024-03-21	Code
9	Compact3D	0.808	No	CompGS: Smaller and Faster Gaussian Splatting wi...	2023-11-30	Code
10	Compressed 3D Gaussian Splatting	0.8	No	Compressed 3D Gaussian Splatting for Accelerated...	2023-11-17	Code
11	C3DGS	0.798	No	Compact 3D Gaussian Representation for Radiance ...	2023-11-22	Code
12	NeRF++	0.548	No	MobileNeRF: Exploiting the Polygon Rasterization...	2022-07-30	Code
13	MobileNeRF	0.47	No	MobileNeRF: Exploiting the Polygon Rasterization...	2022-07-30	Code
14	NeRF	0.458	No	MobileNeRF: Exploiting the Polygon Rasterization...	2022-07-30	Code

#1Li Auto Inc.
Infinity
SSIM
No paper
#2MVGSSOTA
0.877
SSIM· 2024-10-02
MVGS: Multi-view-regulated Gaussian Splatting for Novel View Synthesis Code
#3Self-Organizing GaussiansSOTA
0.864
SSIM· 2023-12-19
Compact 3D Scene Representation via Self-Organizing Gaussian Grids Code
#4LightGaussianSOTA
0.857
SSIM· 2023-11-28
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS Code
#5RadSplat
0.843
SSIM
No paper
#63DGEER
0.821
SSIM· 2025-05-29
3DGEER: Exact and Efficient Volumetric Rendering with 3D Gaussians Code
#73D Gaussian SplattingSOTA
0.815
SSIM· 2023-08-08
3D Gaussian Splatting for Real-Time Radiance Field Rendering Code
#8HAC 3DGS
0.811
SSIM· 2024-03-21
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression Code
#9Compact3D
0.808
SSIM· 2023-11-30
CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization Code
#10Compressed 3D Gaussian Splatting
0.8
SSIM· 2023-11-17
Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis Code
#11C3DGS
0.798
SSIM· 2023-11-22
Compact 3D Gaussian Representation for Radiance Field Code
#12NeRF++SOTA
0.548
SSIM· 2022-07-30
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures Code
#13MobileNeRF
0.47
SSIM· 2022-07-30
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures Code
#14NeRF
0.458
SSIM· 2022-07-30
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures Code