Novel View Synthesis on Synthetic dynamic scenes
37.19PSNRNDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NDEFPS=3.03, #Params=75k2024.05 | 37.19 | 0.982 | 0.022 | |
| Ref-NeRFFPS=0.08, #Params=521k2024.05 | 35.88 | 0.969 | 0.053 | |
| NDE-RTFPS=66, #Params=75k2024.05 | 35.48 | 0.976 | 0.027 | |
| ENVIDRFPS=0.55, #Params=206k2024.05 | 34.95 | 0.982 | 0.035 | |
| TiNeuVox-B2023.03 | 32.67 | 0.9725 | 0.0425 | |
| DyLiNFine-tuning (FT)=true2023.03 | 32.43 | 0.9943 | 0.0184 | |
| DyLiN, w/o two MLPsMulti-Layer Perceptron (MLP) configuration=w/o two MLPs, Fine-tuning (FT)=true2023.03 | 32.07 | 0.9937 | 0.0196 | |
| DyLiN, w/o FTFine-tuning (FT)=false2023.03 | 31.37 | 0.9933 | 0.0275 | |
| DyLiN, PD MLP only, w/o FTPointwise deformation (PD)=MLP only, Fine-tuning (FT)=false2023.03 | 31.26 | 0.9932 | 0.0279 | |
| DyLiN, PD MLP onlyPointwise deformation (PD)=MLP only, Fine-tuning (FT)=true2023.03 | 31.24 | 0.994 | 0.0189 | |
| DyLiN, w/o two MLPs, w/o FTMulti-Layer Perceptron (MLP) configuration=w/o two MLPs, Fine-tuning (FT)=false2023.03 | 31.16 | 0.9931 | 0.0281 | |
| TiNeuVox-S2023.03 | 30.75 | 0.955 | 0.0603 | |
| NeROFPS=0.11, #Params=454k2024.05 | 30.61 | 0.936 | 0.109 | |
| D-NeRF2023.03 | 30.5 | 0.9525 | 0.0663 | |
| 3DGSFPS=2352024.05 | 30.3 | 0.949 | 0.076 | |
| T-NeRF2023.03 | 29.51 | 0.9513 | 0.0788 | |
| Plenoxels2023.03 | 20.24 | 0.8688 | 0.16 | |
| NeRF2023.03 | 19 | 0.87 | 0.1825 | |
| DirectVoxGo2023.03 | 18.61 | 0.8538 | 0.1688 |