Novel View Synthesis on Deep Blending official (test)
30.21PSNRScaffold-GS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Scaffold-GS2023.11 | 30.21 | 0.906 | 0.254 | |
| StopThePopTrain Time=17m47s, VRAM=7.1GiB, #Gs=2.55M2026.02 | 29.83 | 0.907 | 0.304 | |
| 3DGSTrain Time=19m43s, VRAM=8.1GiB, #Gs=2.47M2026.02 | 29.81 | 0.907 | 0.305 | |
| Taming-3DGSTrain Time=9m01s, VRAM=8.4GiB, #Gs=2.47M2026.02 | 29.81 | 0.906 | 0.305 | |
| Speedy-SplatTrain Time=18m40s, VRAM=7.1GiB, #Gs=2.55M2026.02 | 29.79 | 0.906 | 0.304 | |
| OursTrain Time=3m46s, VRAM=6.0GiB, #Gs=2.61M2026.02 | 29.78 | 0.906 | 0.304 | |
| Basis Impl.Train Time=17m15s, VRAM=6.0GiB, #Gs=2.52M2026.02 | 29.74 | 0.907 | 0.304 | |
| MaskGaussian-αλm=0.1, iterations=19,000 to 20,000, # GS (Millions)=0.694, FPS=637.12024.12 | 29.69 | 0.907 | 0.244 | |
| Compact3DGS# GS (Millions)=1.31, FPS=366.22024.12 | 29.58 | 0.903 | 0.248 | |
| RadSplat# GS (Millions)=1.515, FPS=345.32024.12 | 29.55 | 0.903 | 0.244 | |
| 3DGS# GS (Millions)=2.815, FPS=201.32024.12 | 29.53 | 0.903 | 0.243 | |
| 3DGS †source=directly adopted from original paper2024.12 | 29.41 | 0.903 | 0.243 | |
| 3D Gaussian SplattingIterations=30K, Train time=36m2s, FPS=137, Memory=676MB2023.08 | 29.41 | 0.903 | 0.243 | |
| 3D-GS2023.11 | 29.41 | 0.903 | 0.243 | |
| Mip-NeRF360Train time=48h, FPS=0.09, Memory=8.6MB2023.08 | 29.4 | 0.901 | 0.245 | |
| Mip-NeRF3602023.11 | 29.4 | 0.901 | 0.245 | |
| 3D Gaussian SplattingIterations=7K, Train time=4m35s, FPS=172, Memory=386MB2023.08 | 27.78 | 0.875 | 0.317 | |
| InstantNGPConfiguration=Big, Train time=8m, FPS=2.79, Memory=48MB2023.08 | 24.96 | 0.817 | 0.39 | |
| InstantNGPConfiguration=Base, Train time=6m31s, FPS=3.26, Memory=13MB2023.08 | 23.62 | 0.797 | 0.423 | |
| iNPG2023.11 | 23.62 | 0.797 | 0.423 | |
| PlenoxelsTrain time=27m49s, FPS=11.2, Memory=2.7GB2023.08 | 23.06 | 0.795 | 0.51 | |
| Plenoxels2023.11 | 23.06 | 0.795 | 0.51 |