Dynamic Novel View Synthesis on Neu3D 19 (test)
34.02PSNR (Cut Beef)Multi4D
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Multi4DFPS=2172026.06 | 34.02 | 0.021 | 33.3 | 0.022 | 34.19 | 0.018 | 34.17 | 0.018 | 29.33 | 0.038 | 28.8 | 0.042 | 32.3 | 0.026 | |
| STGFPS=140, Sequence Chunk Training=six independent models on 50-frame sequence chunks2026.06 | 33.55 | 0.021 | 33.18 | 0.022 | 33.89 | 0.017 | 33.59 | 0.018 | 29.48 | 0.038 | 28.55 | 0.042 | 32.04 | 0.026 | |
| 4DGSFPS=1142026.06 | 33.23 | 0.023 | 32.73 | 0.025 | 33.44 | 0.02 | 33.19 | 0.02 | 28.86 | 0.043 | 27.98 | 0.044 | 31.57 | 0.029 | |
| E-D3DGSFPS=702026.06 | 33.02 | 0.021 | 32.71 | 0.022 | 31.91 | 0.02 | 30.23 | 0.024 | 29.79 | 0.036 | 29.56 | 0.032 | 31.2 | 0.026 | |
| HyperReelFPS=2.002026.06 | 32.92 | 0.028 | 32.3 | 0.03 | 32.57 | 0.024 | 32.2 | 0.026 | 28.26 | 0.059 | 28.37 | 0.054 | 31.1 | 0.036 | |
| 4DGaussianFPS=532026.06 | 32.66 | 0.027 | 32.46 | 0.026 | 32.49 | 0.022 | 32.75 | 0.023 | 29 | 0.044 | 27.34 | 0.048 | 31.12 | 0.032 | |
| DeGaussFPS=1572026.06 | 32.56 | 0.022 | 32.61 | 0.025 | 33.2 | 0.022 | 32.75 | 0.023 | 29.23 | 0.042 | 28.8 | 0.042 | 31.52 | 0.029 | |
| HexPlaneFPS=0.56, Sequence Chunk Training=six independent models on 50-frame sequence chunks, Scene Exclusion=Coffee Martini2026.06 | 32.55 | — | 32.04 | — | 32.39 | — | 32.08 | — | 29.47 | — | — | — | 31.71 | — | |
| Def-3DGSFPS=292026.06 | 31.43 | 0.033 | 33.06 | 0.027 | 33.01 | 0.024 | 31.83 | 0.025 | 28.7 | 0.043 | 27.88 | 0.047 | 30.98 | 0.033 | |
| NeRFPlayerFPS=0.05, Sequence Chunk Training=six independent models on 50-frame sequence chunks2026.06 | 29.35 | 0.046 | 30.56 | 0.036 | 29.13 | 0.046 | 31.93 | 0.025 | 31.65 | 0.03 | 31.53 | 0.025 | 30.69 | 0.034 |