Novel View Synthesis on Tanks & Temples (test)
35.82PSNRSFGS
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SFGSScene=Horse2024.12 | 35.82 | 0.98 | — | 0.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Barn2024.12 | 34.95 | 0.97 | — | 0.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Family2024.12 | 34.71 | 0.97 | — | 0.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Ballroom2024.12 | 34.12 | 0.97 | — | 0.04 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Francis2024.12 | 34.09 | 0.93 | — | 0.13 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Horse2023.12 | 33.94 | 0.96 | — | 0.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Horse2024.12 | 33.94 | 0.96 | — | 0.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Mean2024.12 | 33.53 | 0.96 | — | 0.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Francis2023.12 | 32.72 | 0.91 | — | 0.14 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Francis2024.12 | 32.72 | 0.91 | — | 0.14 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Ballroom2023.12 | 32.47 | 0.96 | — | 0.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Ballroom2024.12 | 32.47 | 0.96 | — | 0.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Ignatius2024.12 | 31.64 | 0.95 | — | 0.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Museum2024.12 | 31.59 | 0.95 | — | 0.08 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SFGSScene=Church2024.12 | 31.34 | 0.94 | — | 0.08 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=mean2023.12 | 31.28 | 0.93 | — | 0.09 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Mean2024.12 | 31.28 | 0.93 | — | 0.09 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Family2023.12 | 31.27 | 0.94 | — | 0.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Family2024.12 | 31.27 | 0.94 | — | 0.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Barn2023.12 | 31.23 | 0.9 | — | 0.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Barn2024.12 | 31.23 | 0.9 | — | 0.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Church2023.12 | 30.23 | 0.93 | — | 0.11 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Church2024.12 | 30.23 | 0.93 | — | 0.11 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Museum2023.12 | 29.91 | 0.91 | — | 0.11 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Museum2024.12 | 29.91 | 0.91 | — | 0.11 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SPARS3Rtest pose optimization=true2024.11 | 29.9 | 0.919 | — | 0.047 | 0.007 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Point-NeRF2022.01 | 29.61 | 0.954 | 0.08 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Francis2024.12 | 29.48 | 0.8 | — | 0.38 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TRF-VMSize=71.82023.04 | 28.56 | 0.92 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NSVF2023.04 | 28.48 | 0.901 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSscene=Ignatius2023.12 | 28.43 | 0.9 | — | 0.09 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CF-3DGSScene=Ignatius2024.12 | 28.43 | 0.9 | — | 0.09 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DVGOSize=612.12023.04 | 28.41 | 0.911 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NSVF2022.01 | 28.4 | 0.9 | 0.153 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ReRF (high)Size=3.212023.04 | 28.3 | 0.91 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CC-HYSize=88.02023.04 | 28.08 | 0.913 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| POctreesSize=1976.32023.04 | 27.99 | 0.917 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Horse2024.12 | 27.64 | 0.84 | — | 0.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TRF-CPSize=3.92023.04 | 27.59 | 0.897 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PlenoxelsSize=778.12023.04 | 27.43 | 0.906 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ReRF (low)Size=0.982023.04 | 27.16 | 0.893 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CC-CPSize=4.42023.04 | 27.01 | 0.878 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| InstantSplattest pose optimization=true2024.11 | 26.97 | 0.874 | — | 0.115 | 0.013 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SCGaussiantraining views=62024.11 | 26.95 | 0.869 | — | 0.149 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Museum2024.12 | 26.77 | 0.76 | — | 0.35 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SC-NeRFScene=Francis2024.12 | 26.46 | 0.73 | — | 0.49 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Barn2024.12 | 26.35 | 0.69 | — | 0.44 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFscene=mean2023.12 | 26.34 | 0.74 | — | 0.39 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Mean2024.12 | 26.34 | 0.74 | — | 0.39 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Family2024.12 | 26.01 | 0.74 | — | 0.41 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BARFScene=Francis2024.12 | 25.85 | 0.69 | — | 0.57 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeRFSize=5.02023.04 | 25.78 | 0.864 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FSGStest pose optimization=true2024.11 | 25.72 | 0.845 | — | 0.111 | 0.023 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Ballroom2024.12 | 25.33 | 0.72 | — | 0.38 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BARFScene=Barn2024.12 | 25.28 | 0.64 | — | 0.48 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SC-NeRFScene=Horse2024.12 | 25.23 | 0.76 | — | 0.37 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Church2024.12 | 25.17 | 0.73 | — | 0.39 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SC-NeRFScene=Museum2024.12 | 24.94 | 0.69 | — | 0.45 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NASGabor – 4 lobesParams=392026.06 | 24.79 | 0.869 | — | 0.172 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LeGS2026.05 | 24.74 | 0.871 | — | 0.142 | — | — | — | — | — | — | — | — | — | — | — | 1.63 | — | — | |
| NASGabor – 2 lobesParams=212026.06 | 24.68 | 0.869 | — | 0.173 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Spherical VoronoiParams=482026.06 | 24.67 | 0.87 | — | 0.172 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Beta Splatting + SBParams=152026.06 | 24.64 | 0.87 | — | 0.173 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Spherical VoronoiParams=122026.06 | 24.64 | 0.869 | — | 0.197 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NASGabor – 1 lobeParams=122026.06 | 24.64 | 0.867 | — | 0.173 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SpecGaussian2024.10 | 24.502 | 0.855 | — | 0.175 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FastGS2026.05 | 24.49 | 0.858 | — | 0.174 | — | — | — | — | — | — | — | — | — | — | — | 0.55 | — | — | |
| 3DGS-MCMC + SHParams=482026.06 | 24.46 | 0.866 | — | 0.174 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Beta Splatting + SHParams=482026.06 | 24.34 | 0.868 | — | 0.173 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| 3DGS-MCMC2026.05 | 24.23 | 0.862 | — | 0.155 | — | — | — | — | — | — | — | — | — | — | — | 1.85 | — | — | |
| Normal-GSintegration=explicit integration of normals2024.10 | 24.219 | 0.854 | — | 0.174 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FastGS*gradient threshold=adjusted to match LeGS Gaussian count2026.05 | 24.21 | 0.864 | — | 0.146 | — | — | — | — | — | — | — | — | — | — | — | 1.79 | — | — | |
| 3DGUT-MCMC + SHParams=482026.06 | 24.2 | 0.861 | — | 0.18 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Taming-3DGS2026.05 | 24.17 | 0.856 | — | 0.168 | — | — | — | — | — | — | — | — | — | — | — | 1.84 | — | — | |
| SOGSAnchor Size=12 dim2025.03 | 24.14 | 0.855 | — | 0.176 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Taming-3DGSIters=30K, NG=1.8M2026.03 | 24.14 | 0.855 | 0.169 | — | — | — | — | 243.25 | — | — | — | — | — | — | — | — | — | — | |
| SRN2023.04 | 24.1 | 0.847 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BARFScene=Horse2024.12 | 24.09 | 0.72 | — | 0.41 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ScaffoldGS2024.10 | 24.088 | 0.851 | — | 0.175 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PixelGSOfficial Implementation Retrained=true, LPM=true2024.06 | 24.02 | 0.856 | — | 0.173 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GaussianSpa2024.11 | 23.98 | 0.852 | — | 0.18 | — | 0.269 | — | — | — | — | — | — | — | — | — | — | — | — | |
| ScaffoldGS w/ Nutilization=implicit normal utilization2024.10 | 23.976 | 0.852 | — | 0.176 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DashGaussianNGs=1.19M, Optimization Time (min)=2.622025.03 | 23.97 | 0.851 | — | 0.18 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DashGaussianIters=30K, NG=1.8M2026.03 | 23.97 | 0.855 | 0.167 | — | — | — | — | 173.41 | — | — | — | — | — | — | — | — | — | — | |
| Scaffold-GS2023.11 | 23.96 | 0.853 | — | 0.177 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Nope-NeRFScene=Ignatius2024.12 | 23.96 | 0.61 | — | 0.47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Scaffold-GSAnchor Size=32 dim2025.03 | 23.96 | 0.853 | — | 0.177 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Taming 3DGS2024.11 | 23.95 | 0.837 | — | 0.201 | — | 0.29 | — | — | — | — | — | — | — | — | — | — | — | — | |
| LiteGSIters=30K, NG=1.8M2026.03 | 23.93 | 0.848 | 0.178 | — | — | — | — | 157.56 | — | — | — | — | — | — | — | — | — | — | |
| 3DGSOfficial Implementation Retrained=true, LPM=true2024.06 | 23.83 | 0.85 | — | 0.181 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MipGSOfficial Implementation Retrained=true, LPM=true2024.06 | 23.82 | 0.851 | — | 0.18 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Pixel-GS2026.05 | 23.8 | 0.857 | — | 0.149 | — | — | — | — | — | — | — | — | — | — | — | 4.52 | — | — | |
| 3DGSIters=30K, NG=1.8M2026.03 | 23.77 | 0.854 | 0.166 | — | — | — | — | 560.52 | — | — | — | — | — | — | — | — | — | — | |
| SC-NeRFscene=mean2023.12 | 23.76 | 0.65 | — | 0.48 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SC-NeRFScene=Mean2024.12 | 23.76 | 0.65 | — | 0.48 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PixelGSOfficial Implementation Retrained=true2024.06 | 23.75 | 0.85 | — | 0.175 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| 3DGS2026.05 | 23.75 | 0.854 | — | 0.169 | — | — | — | — | — | — | — | — | — | — | — | 1.68 | — | — | |
| 3DGS2025.05 | 23.743 | 0.848 | — | 0.177 | — | — | — | 803.542 | — | — | 248 | — | — | — | — | — | — | — | |
| 3DGS# Points=1.78 x 10^62025.12 | 23.72 | 0.846 | — | 0.178 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Perceptual-GS2026.05 | 23.71 | 0.856 | — | 0.152 | — | — | — | — | — | — | — | — | — | — | — | 1.72 | — | — |