Novel View Synthesis on Deep Blending (test)
30.37PSNRHyRF
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HyRFRender=Raster, Venue=NIPS252025.12 | 30.37 | 0.91 | 0.24 | — | — | — | — | — | — | — | |
| LeGS2026.05 | 30.35 | 0.914 | 0.227 | — | — | — | — | — | 1.05 | — | |
| SOGSAnchor Size=12 dim2025.03 | 30.29 | 0.907 | 0.252 | — | — | — | — | — | — | — | |
| Scaffold-GSAnchor Size=32 dim2025.03 | 30.21 | 0.906 | 0.254 | — | — | — | — | — | — | — | |
| Normal-GSintegration=explicit integration of normals2024.10 | 30.187 | 0.91 | 0.252 | — | — | — | — | — | — | — | |
| FastGS2026.05 | 30.17 | 0.911 | 0.24 | — | — | — | — | — | 0.65 | — | |
| ScaffoldGS w/ Nutilization=implicit normal utilization2024.10 | 30.163 | 0.905 | 0.263 | — | — | — | — | — | — | — | |
| ScaffoldGS2024.10 | 30.14 | 0.905 | 0.256 | — | — | — | — | — | — | — | |
| SpecGaussian2024.10 | 30.114 | 0.905 | 0.252 | — | — | — | — | — | — | — | |
| Taming-3DGSIters=30K, NG=2.8M2026.03 | 30.07 | 0.91 | 0.234 | — | — | — | 322.06 | — | — | — | |
| DashGaussianNGs=1.94M, Optimization Time (min)=2.22025.03 | 30.02 | 0.907 | 0.248 | — | — | — | — | — | — | — | |
| FastGS*gradient threshold=adjusted to match LeGS Gaussian count2026.05 | 30 | 0.909 | 0.236 | — | — | — | — | — | 1.12 | — | |
| Taming-3DGS2026.05 | 29.98 | 0.909 | 0.234 | — | — | — | — | — | 2.8 | — | |
| Mini-SplattingNGs=0.34M, Optimization Time (min)=12.912025.03 | 29.95 | 0.907 | 0.253 | — | — | — | — | — | — | — | |
| FreGSRender=Raster, Venue=CVPR242025.12 | 29.93 | 0.9 | 0.24 | — | — | — | — | — | — | — | |
| DashGaussianIters=30K, NG=2.8M2026.03 | 29.84 | 0.907 | 0.241 | — | — | — | 144.81 | — | — | — | |
| Perceptual-GS2026.05 | 29.83 | 0.906 | 0.232 | — | — | — | — | — | 2.89 | — | |
| ConvexRender=Raster, Venue=CVPR252025.12 | 29.81 | 0.9 | 0.24 | — | — | — | — | — | — | — | |
| 3D-HGSRender=Raster, Venue=CVPR252025.12 | 29.8 | 0.9 | 0.25 | — | — | — | — | — | — | — | |
| 3DGS2026.05 | 29.8 | 0.907 | 0.238 | — | — | — | — | — | 2.48 | — | |
| Reduced-3DGSNGs=0.98M, Optimization Time (min)=13.742025.03 | 29.78 | 0.907 | 0.245 | — | — | — | — | — | — | — | |
| Mini-Splatting2-DenseIters=18K, NG=4.2M2026.03 | 29.78 | 0.908 | 0.222 | — | — | — | 162.38 | — | — | — | |
| 3DGSOfficial Implementation Retrained=true, LPM=true2024.06 | 29.76 | 0.908 | 0.241 | — | — | — | — | — | — | — | |
| MCMC + QNNRender=Raster2025.12 | 29.76 | 0.91 | 0.23 | — | — | — | — | — | — | — | |
| 3DGSIters=30K, NG=2.8M2026.03 | 29.74 | 0.907 | 0.237 | — | — | — | 963.66 | — | — | — | |
| Vol3DGSRender=Raster, Venue=CVPR252025.12 | 29.72 | 0.91 | 0.25 | — | — | — | — | — | — | — | |
| AdR-GaussianIters=30K, NG=1.4M2026.03 | 29.72 | 0.905 | 0.25 | — | — | — | 515.78 | — | — | — | |
| Taming-3DGSNGs=2.32M, Optimization Time (min)=4.522025.03 | 29.69 | 0.906 | 0.245 | — | — | — | — | — | — | — | |
| GESTrain duration=30m, FPS=160, Memory=399MB2024.02 | 29.68 | 0.901 | 0.252 | — | — | — | — | — | — | — | |
| GESRender=Raster, Venue=CVPR242025.12 | 29.68 | 0.9 | 0.25 | — | — | — | — | — | — | — | |
| 3DGS + QNNRender=Raster2025.12 | 29.67 | 0.91 | 0.25 | — | — | — | — | — | — | — | |
| MCMCRender=Raster, Venue=NIPS24, Retrained=false2025.12 | 29.67 | 0.89 | 0.32 | — | — | — | — | — | — | — | |
| Stable-GSRender=Raster, Venue=ArXiv252025.12 | 29.66 | 0.91 | 0.24 | — | — | — | — | — | — | — | |
| PixelGSOfficial Implementation Retrained=true, LPM=true2024.06 | 29.65 | 0.91 | 0.196 | — | — | — | — | — | — | — | |
| ReviseRender=Raster, Venue=ECCV242025.12 | 29.64 | 0.91 | 0.3 | — | — | — | — | — | — | — | |
| LiteGSIters=30K, NG=2.8M2026.03 | 29.64 | 0.906 | 0.247 | — | — | — | 153.14 | — | — | — | |
| DARBRender=Raster, Venue=ArXiv252025.12 | 29.63 | 0.9 | 0.24 | — | — | — | — | — | — | — | |
| MipGSOfficial Implementation Retrained=true, LPM=true2024.06 | 29.61 | 0.91 | 0.241 | — | — | — | — | — | — | — | |
| MipGSOfficial Implementation Retrained=true2024.06 | 29.58 | 0.91 | 0.242 | — | — | — | — | — | — | — | |
| PixelGSOfficial Implementation Retrained=true2024.06 | 29.58 | 0.92 | 0.22 | — | — | — | — | — | — | — | |
| 3DGS-MCMC2026.05 | 29.57 | 0.903 | 0.243 | — | — | — | — | — | 2.95 | — | |
| 3DGSOfficial Implementation Retrained=true2024.06 | 29.55 | 0.904 | 0.245 | — | — | — | — | — | — | — | |
| MesonGS-FTFT=Yes, Lossless Format=npz2026.01 | 29.54 | 0.901 | 0.255 | 29 | — | 2,023,000 | — | — | — | — | |
| VDGSRender=Raster, Venue=CVIU252025.12 | 29.54 | 0.91 | 0.24 | — | — | — | — | — | — | — | |
| 2DGSOfficial Implementation Retrained=true, LPM=true2024.06 | 29.52 | 0.903 | 0.24 | — | — | — | — | — | — | — | |
| original 3D GSRatio=0.12026.06 | 29.52 | 0.903 | 0.242 | — | — | — | — | — | — | — | |
| PUPRatio=0.12026.06 | 29.52 | 0.903 | 0.242 | — | — | — | — | — | — | — | |
| REFINERatio=0.12026.06 | 29.52 | 0.903 | 0.242 | — | — | — | — | — | — | — | |
| original 3D GSRatio=0.32026.06 | 29.52 | 0.903 | 0.242 | — | — | — | — | — | — | — | |
| original 3D GSRatio=0.52026.06 | 29.52 | 0.903 | 0.242 | — | — | — | — | — | — | — | |
| original 3D GSRatio=0.72026.06 | 29.52 | 0.903 | 0.242 | — | — | — | — | — | — | — | |
| ProjectRender=Raster, Venue=ECCV242025.12 | 29.51 | — | — | — | — | — | — | — | — | — | |
| PUPRatio=0.32026.06 | 29.51 | 0.903 | 0.243 | — | — | — | — | — | — | — | |
| 3DGSNGs=2.82M, Optimization Time (min)=17.272025.03 | 29.5 | 0.904 | 0.244 | — | — | — | — | — | — | — | |
| 3DGSRender=Raster, Venue=SIGG23, Retrained=true2025.12 | 29.5 | 0.9 | 0.24 | — | — | — | — | — | — | — | |
| REFINERatio=0.32026.06 | 29.49 | 0.903 | 0.243 | — | — | — | — | — | — | — | |
| POTR-FTFT=Yes, Lossless Format=npz2026.01 | 29.44 | 0.902 | 0.25 | 13.2 | — | 585,000 | — | — | — | — | |
| POTR-FTFT=Yes, Lossless Format=zstd2026.01 | 29.44 | 0.902 | 0.25 | 11.8 | — | 585,000 | — | — | — | — | |
| BaselineFT=No2026.01 | 29.43 | 0.898 | 0.246 | 738 | — | 2,976,000 | — | — | — | — | |
| 3D Gaussian Splattingstatus=uncompressed2023.11 | 29.41 | 0.903 | 0.243 | 703.77 | — | — | — | — | — | — | |
| 3D Gaussians-30KTrain duration=36m, FPS=137, Memory=676MB2024.02 | 29.41 | 0.903 | 0.243 | — | — | — | — | — | — | — | |
| 3DGS2024.06 | 29.41 | 0.903 | 0.243 | — | — | — | — | — | — | — | |
| 3DGSRender=Raster, Venue=SIGG23, Retrained=false2025.12 | 29.41 | 0.9 | 0.24 | — | — | — | — | — | — | — | |
| ShorterSplattingIters=30K, NG=2.8M2026.03 | 29.41 | 0.897 | 0.249 | — | — | — | 80.68 | — | — | — | |
| 3DGSsource=results quoted from paper2024.10 | 29.405 | 0.903 | 0.243 | — | — | — | — | — | — | — | |
| Mip-NeRF360Train duration=48h, FPS=0.09, Memory=8.6MB2024.02 | 29.4 | 0.901 | 0.245 | — | — | — | — | — | — | — | |
| Mip-NeRF 3602024.06 | 29.4 | 0.901 | 0.245 | — | — | — | — | — | — | — | |
| Mip-NeRFRender=Ray, Venue=CVPR222025.12 | 29.4 | 0.9 | 0.25 | — | — | — | — | — | — | — | |
| Compressed 3D Gaussian Splattingstatus=compressed2023.11 | 29.381 | 0.898 | 0.253 | 25.3 | 27.81 | — | — | — | — | — | |
| 2DGSOfficial Implementation Retrained=true2024.06 | 29.35 | 0.899 | 0.262 | — | — | — | — | — | — | — | |
| C3DGSFT=Yes, Lossless Format=npz2026.01 | 29.35 | 0.901 | 0.256 | 26.7 | — | 2,613,000 | — | — | — | — | |
| MCMCRender=Raster, Venue=NIPS24, Retrained=true2025.12 | 29.32 | 0.91 | 0.24 | — | — | — | — | — | — | — | |
| POTRFT=No, Lossless Format=npz2026.01 | 29.31 | 0.897 | 0.253 | 18.6 | — | 785,000 | — | — | — | — | |
| POTRFT=No, Lossless Format=zstd2026.01 | 29.31 | 0.897 | 0.253 | 16.5 | — | 785,000 | — | — | — | — | |
| PUPRatio=0.52026.06 | 29.28 | 0.899 | 0.248 | — | — | — | — | — | — | — | |
| REFINERatio=0.52026.06 | 29.28 | 0.899 | 0.249 | — | — | — | — | — | — | — | |
| 3DGRTRender=Ray, Venue=SIGG252025.12 | 29.23 | 0.9 | 0.32 | — | — | — | — | — | — | — | |
| LightGaussianFT=Yes, Lossless Format=npz2026.01 | 29.16 | 0.894 | 0.261 | 47.9 | — | 1,012,000 | — | — | — | — | |
| PUPRatio=0.72026.06 | 29.14 | 0.894 | 0.256 | — | — | — | — | — | — | — | |
| EDGSIters=5K, NG=2.3M2026.03 | 29.08 | 0.898 | 0.26 | — | — | — | 214.76 | — | — | — | |
| MesonGSRatio=0.12026.06 | 29.08 | 0.9 | 0.246 | — | — | — | — | — | — | — | |
| MesonGSRatio=0.32026.06 | 29.06 | 0.899 | 0.246 | — | — | — | — | — | — | — | |
| MesonGSRatio=0.52026.06 | 29 | 0.899 | 0.248 | — | — | — | — | — | — | — | |
| Pixel-GS2026.05 | 28.97 | 0.896 | 0.248 | — | — | — | — | — | 4.65 | — | |
| LightGaussianRatio=0.12026.06 | 28.91 | 0.899 | 0.245 | — | — | — | — | — | — | — | |
| LightGaussianRatio=0.32026.06 | 28.79 | 0.896 | 0.247 | — | — | — | — | — | — | — | |
| MesonGSFT=No, Lossless Format=npz2026.01 | 28.7 | 0.89 | 0.271 | 29 | — | 2,023,000 | — | — | — | — | |
| MesonGSRatio=0.72026.06 | 28.49 | 0.89 | 0.261 | — | — | — | — | — | — | — | |
| Textured-GSRender=Raster, Venue=CVPR252025.12 | 28.33 | 0.89 | 0.36 | — | — | — | — | — | — | — | |
| REFINERatio=0.72026.06 | 27.93 | 0.871 | 0.282 | — | — | — | — | — | — | — | |
| 3D Gaussians-7KTrain duration=4.5m, FPS=172, Memory=386MB2024.02 | 27.78 | 0.875 | 0.317 | — | — | — | — | — | — | — | |
| LightGaussianRatio=0.52026.06 | 27.14 | 0.874 | 0.26 | — | — | — | — | — | — | — | |
| INGPTrain duration=8m, FPS=2.79, Memory=48MB2024.02 | 24.96 | 0.817 | 0.39 | — | — | — | — | — | — | — | |
| INGP-Big2024.06 | 24.96 | 0.817 | 0.39 | — | — | — | — | — | — | — | |
| INGP-BigRender=Ray, Venue=SIGG222025.12 | 24.96 | 0.82 | 0.39 | — | — | — | — | — | — | — | |
| GHAPRatio=0.32026.06 | 23.18 | 0.767 | 0.459 | — | — | — | — | — | — | — | |
| GHAPRatio=0.52026.06 | 23.16 | 0.763 | 0.464 | — | — | — | — | — | — | — | |
| GHAPRatio=0.12026.06 | 23.12 | 0.768 | 0.456 | — | — | — | — | — | — | — | |
| PlenoxelsTrain duration=28m, FPS=11.2, Memory=2.7GB2024.02 | 23.06 | 0.795 | 0.51 | — | — | — | — | — | — | — | |
| Plenoxels2024.06 | 23.06 | 0.795 | 0.51 | — | — | — | — | — | — | — |