Dynamic Scene Reconstruction on NeRF-DS
265.302PSNR (Bell)Kinematics-GS
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Kinematics-GSGPU=NVIDIA RTX 30902026.05 | 265.302 | — | 489.493 | 278.451 | 360.492 | — | 220.304 | 302.281 | — | — | — | |
| D3DGSGPU=NVIDIA RTX 30902026.05 | 79.79 | — | 125.69 | 104.217 | 99.943 | — | 123.137 | 115.153 | — | — | — | |
| 4DGS+MPRNETGPU=NVIDIA RTX 30902026.05 | 78.713 | — | 92.951 | 87.196 | 81.091 | — | 49.632 | 185.105 | — | — | — | |
| 4DGSGPU=NVIDIA RTX 30902026.05 | 77.127 | — | 89.597 | 61.418 | 89.678 | — | 51.998 | 100.085 | — | — | — | |
| D3DGS+MPRNETGPU=NVIDIA RTX 30902026.05 | 65.4847 | — | 106.878 | 80.41 | 96.097 | — | 92.817 | 108.046 | — | — | — | |
| D-MiSoEditable=true2024.05 | 25.3 | 25.8 | 25.6 | 19.8 | 24.5 | 26.5 | 20.8 | — | — | — | — | |
| SC-GSEditable=true2024.05 | 25.1 | 26.2 | 26.6 | 19.6 | 24.5 | 26 | 20.2 | — | — | — | — | |
| HyperNeRFEditable=false2024.05 | 24 | 24.3 | 25.4 | 20.2 | 20.5 | 25 | 18.1 | — | — | — | — | |
| NeRF-DSEditable=false2024.05 | 23.3 | 25.7 | 26.4 | 20.3 | 24.5 | 26.1 | 20.8 | — | — | — | — | |
| TiNeuVox-BEditable=false2024.05 | 23.1 | 21.1 | 24.1 | 20.7 | 20.5 | 20.1 | 20.6 | — | — | — | — | |
| GauFREGPU=NVIDIA RTX 30902026.05 | 10.994 | — | 5.369 | 6.172 | 4.142 | — | 6.094 | 3.594 | — | — | — | |
| D-3DGS (MLP)GPU=NVIDIA P1002026.06 | — | — | — | — | — | — | — | — | 23.39 | 84.03 | 0.2011 | |
| NeRF-DS2026.06 | — | — | — | — | — | — | — | — | 23.6 | 84.94 | 0.1816 | |
| Ours (CfC)Deformation Field=Liquid Deformation Field, GPU=NVIDIA P1002026.06 | — | — | — | — | — | — | — | — | 23.86 | 84.91 | 0.1891 | |
| TiNeuVox2026.06 | — | — | — | — | — | — | — | — | 21.61 | 82.34 | 0.2766 |