ML Research Wiki / Benchmarks / Novel View Synthesis / Mip-NeRF 360

Mip-NeRF 360

Novel View Synthesis Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: LPIPS

Top Performing Models

Rank Model Paper LPIPS Date Code
1 MVGS MVGS: Multi-view-regulated Gaussian Splatting for Novel View Synthesis 29.82 2024-10-02 📦 xiaobiaodu/MVGS
2 LightGaussian LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS 28.45 2023-11-28 📦 VITA-Group/LightGaussian
3 HAC 3DGS HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression 27.77 2024-03-21 📦 yihangchen-ee/hac 📦 yihangchen-ee/hac-plus
4 3DGEER 3DGEER: Exact and Efficient Volumetric Rendering with 3D Gaussians 27.76 2025-05-29 📦 zixunh/3DGEER
5 Self-Organizing Gaussians Compact 3D Scene Representation via Self-Organizing Gaussian Grids 27.64 2023-12-19 📦 facebookresearch/uco3d 📦 fraunhoferhhi/Self-Organizing-Gaussians
6 3D Gaussian Splatting 3D Gaussian Splatting for Real-Time Radiance Field Rendering 27.21 2023-08-08 📦 graphdeco-inria/gaussian-splatting 📦 smbonilla/gaussianpancakes
7 Compact3D CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization 27.16 2023-11-30 📦 ucdvision/compact3d
8 C3DGS Compact 3D Gaussian Representation for Radiance Field 27.08 2023-11-22 📦 maincold2/Compact-3DGS
9 Compressed 3D Gaussian Splatting Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis 26.98 2023-11-17 📦 KeKsBoTer/c3dgs
10 NeRF++ MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 22.76 2022-07-30 📦 google-research/jax3d

All Papers (12)

xiaobiaodu/MVGS
VITA-Group/LightGaussian
yihangchen-ee/hac yihangchen-ee/hac-plus
zixunh/3DGEER
facebookresearch/uco3d fraunhoferhhi/Self-Organizing-Gaussians
graphdeco-inria/gaussian-splatting smbonilla/gaussianpancakes
ucdvision/compact3d
maincold2/Compact-3DGS
KeKsBoTer/c3dgs
google-research/jax3d
google-research/jax3d
google-research/jax3d