ML Research Wiki / Benchmarks / Novel View Synthesis / NeRF

NeRF

Novel View Synthesis Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 Deformable Beta Splatting Deformable Beta Splatting 34.66 2025-01-27 📦 RongLiu-Leo/beta-splatting
2 Self-Organizing Gaussians Compact 3D Scene Representation via Self-Organizing Gaussian Grids 33.70 2023-12-19 📦 facebookresearch/uco3d 📦 fraunhoferhhi/Self-Organizing-Gaussians
3 I-NGP K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 33.18 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
4 TensoRF K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 33.14 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
5 K-Planes (hybrid) K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 32.36 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
6 K-Planes (explicit) K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 32.21 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
7 Plenoxels K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 31.71 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
8 JAXNeRF MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 31.65 2022-07-30 📦 google-research/jax3d
9 NeRF MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 31.00 2022-07-30 📦 google-research/jax3d
10 MobileNeRF MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 30.90 2022-07-30 📦 google-research/jax3d

All Papers (12)

Deformable Beta Splatting

2025
Deformable Beta Splatting
RongLiu-Leo/beta-splatting
facebookresearch/uco3d fraunhoferhhi/Self-Organizing-Gaussians
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
google-research/jax3d
google-research/jax3d
google-research/jax3d
megvii-research/AAAI2023-PVD
google-research/jax3d