Novel View Synthesis on Mip-NeRF360 official (test)
28.18PSNROurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursFPS=33, Memory=847MB, Backbone=3D-GS, tau_g=0.00052024.02 | 28.18 | 0.835 | 0.176 | |
| Ours-w/ anchorFPS=70, Memory=260MB, Backbone=Scaffold-GS, tau_g=0.00062024.02 | 28.14 | 0.824 | 0.196 | |
| Ours-lightFPS=44, Memory=684MB, Backbone=3D-GS, tau_g=0.00062024.02 | 28.07 | 0.834 | 0.183 | |
| Scaffold-GSFPS=96, Memory=203MB2024.02 | 27.98 | 0.824 | 0.207 | |
| 3D-GSFPS=115, Memory=748MB2024.02 | 27.79 | 0.826 | 0.202 | |
| Mip-NeRF360FPS=0.06, Memory=8.6MB2024.02 | 27.69 | 0.792 | 0.237 | |
| Basis Impl.Train Time=15m57s, VRAM=6.3GiB, #Gs=2.67M2026.02 | 27.57 | 0.816 | 0.255 | |
| OursTrain Time=4m31s, VRAM=6.1GiB, #Gs=2.73M2026.02 | 27.56 | 0.816 | 0.254 | |
| StopThePopTrain Time=16m46s, VRAM=7.6GiB, #Gs=2.73M2026.02 | 27.54 | 0.816 | 0.255 | |
| 3DGSTrain Time=18m44s, VRAM=8.8GiB, #Gs=2.74M2026.02 | 27.53 | 0.815 | 0.256 | |
| Speedy-SplatTrain Time=17m32s, VRAM=7.5GiB, #Gs=2.72M2026.02 | 27.53 | 0.816 | 0.255 | |
| Taming-3DGSTrain Time=10m49s, VRAM=8.9GiB, #Gs=2.73M2026.02 | 27.53 | 0.815 | 0.256 | |
| 3DGS# GS (Millions)=3.204, FPS=187.82024.12 | 27.45 | 0.811 | 0.223 | |
| RadSplat# GS (Millions)=2.184, FPS=247.82024.12 | 27.45 | 0.811 | 0.223 | |
| MaskGaussian-αλm=0.1, iterations=19,000 to 20,000, # GS (Millions)=1.205, FPS=384.72024.12 | 27.43 | 0.811 | 0.227 | |
| Compact3DGS# GS (Millions)=1.533, FPS=281.12024.12 | 27.32 | 0.805 | 0.233 | |
| 3DGS †source=directly adopted from original paper2024.12 | 27.21 | 0.815 | 0.214 | |
| INGPFPS=9.43, Memory=48MB2024.02 | 25.59 | 0.699 | 0.331 | |
| PlenoxelsFPS=6.79, Memory=2.1GB2024.02 | 23.08 | 0.626 | 0.463 |