ML Research Wiki / Benchmarks / Novel View Synthesis / LLFF

LLFF

Novel View Synthesis Benchmark

Performance Over Time

📊 Showing 15 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 TensoRF + NeRFLiX NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer 27.39 2023-03-13 📦 redrock303/NeRFLiX_CPVR2023
2 JAXNeRF MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 26.92 2022-07-30 📦 google-research/jax3d
3 K-Planes (hybrid) K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 26.92 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
4 Plenoxels + NeRFLiX NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer 26.90 2023-03-13 📦 redrock303/NeRFLiX_CPVR2023
5 K-Planes (explicit) K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 26.78 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
6 TensoRF K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 26.73 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
7 NeRF MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 26.50 2022-07-30 📦 google-research/jax3d
8 Plenoxels K-Planes: Explicit Radiance Fields in Space, Time, and Appearance 26.29 2023-01-24 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 sarafridov/k-planes
9 HyperReel HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling 26.20 2023-01-05 📦 facebookresearch/hyperreel
10 MobileNeRF MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 25.91 2022-07-30 📦 google-research/jax3d

All Papers (15)

redrock303/NeRFLiX_CPVR2023
google-research/jax3d
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
redrock303/NeRFLiX_CPVR2023
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
google-research/jax3d
MaximeVandegar/Papers-in-100-Lines-of-Code sarafridov/k-planes
facebookresearch/hyperreel
google-research/jax3d
facebookresearch/hyperreel
google-research/jax3d
facebookresearch/hyperreel
facebookresearch/hyperreel
facebookresearch/hyperreel