ML Research Wiki / Benchmarks / Novel View Synthesis / Tanks and Temples

Tanks and Temples

Novel View Synthesis Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 TensoRF + NeRFLiX++ From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm 29.24 2023-06-10 📦 redrock303/NeRFLiX_CPVR2023
2 TensoRF + NeRFLiX NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer 28.94 2023-03-13 📦 redrock303/NeRFLiX_CPVR2023
3 Plenoxels + NeRFLiX NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer 28.61 2023-03-13 📦 redrock303/NeRFLiX_CPVR2023
4 Self-Organizing Gaussians Compact 3D Scene Representation via Self-Organizing Gaussian Grids 25.63 2023-12-19 📦 facebookresearch/uco3d 📦 fraunhoferhhi/Self-Organizing-Gaussians
5 HAC 3DGS HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression 24.40 2024-03-21 📦 yihangchen-ee/hac 📦 yihangchen-ee/hac-plus
6 Compact3D CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization 23.47 2023-11-30 📦 ucdvision/compact3d
7 3D Gaussian Splatting 3D Gaussian Splatting for Real-Time Radiance Field Rendering 23.14 2023-08-08 📦 graphdeco-inria/gaussian-splatting 📦 smbonilla/gaussianpancakes
8 Mip-NERF 360 Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields 19.65 2021-11-23 📦 kakaobrain/NeRF-Factory
9 DIVeR + NeRFLiX NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer 0.92 2023-03-13 📦 redrock303/NeRFLiX_CPVR2023
10 C3DGS Compact 3D Gaussian Representation for Radiance Field 0.23 2023-11-22 📦 maincold2/Compact-3DGS

All Papers (10)