Novel View Synthesis on Neural 3D Video Dataset (Flame Salmon scene)
29.84PSNRSTGS* + LPM
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| STGS* + LPMResolution=1352 x 10142024.06 | 29.84 | — | — | 0.062 | 105 | — | — | 0.022 | — | — | |
| DyNeRFFPS Resolution=1352 x 1014, Frame Count=300, Evaluation Resolution=Half (1352 x 1014)2023.12 | 29.58 | — | 0.02 | 0.083 | 0.015 | — | — | — | — | — | |
| DyNeRFResolution=1352 x 10142024.06 | 29.58 | — | — | 0.063 | 0.015 | — | — | 0.083 | — | — | |
| STGSResolution=1352 x 10142024.06 | 29.58 | — | — | 0.063 | 103 | — | — | 0.022 | — | — | |
| STGFPS Resolution=1352 x 1014, Frame Count=300, Evaluation Resolution=Half (1352 x 1014)2023.12 | 29.48 | 0.038 | 0.022 | 0.063 | 103 | — | — | — | — | — | |
| STGS*Resolution=1352 x 10142024.06 | 29.48 | — | — | 0.066 | 110 | — | — | 0.023 | — | — | |
| 4DGSResolution=1352 x 10142024.06 | 29.38 | — | — | — | 114 | — | — | — | — | — | |
| Ex4DGSSize (MB)=3922024.10 | 28.77 | — | — | 0.076 | — | — | 0.919 | — | — | — | |
| 4DGaussiansSize (MB)=752024.10 | 28.37 | — | — | 0.097 | — | — | 0.903 | — | — | — | |
| EGS (small)Budget=5122026.03 | 26.985 | — | — | 0.093 | 128.31 | — | — | 0.035 | 0.432 | 34.5 | |
| EGS (tiny)Budget=2562026.03 | 26.911 | — | — | 0.094 | 138.4 | — | — | 0.036 | 0.393 | 34.52 | |
| EGS (med.)Budget=10242026.03 | 26.436 | — | — | 0.096 | 121.7 | — | — | 0.038 | 0.413 | 41.44 | |
| IGSBudget=81922026.03 | 26.343 | — | — | 0.099 | 133.94 | — | — | 0.039 | 0.48 | 37.61 | |
| 4DGSSize (MB)=63312024.10 | 26.26 | — | — | 0.115 | — | — | 0.897 | — | — | — | |
| LLFFFPS Resolution=1352 x 1014, Frame Count=300, Evaluation Resolution=Half (1352 x 1014)2023.12 | 23.24 | — | 0.076 | 0.235 | — | — | — | — | — | — | |
| LLFFResolution=1352 x 10142024.06 | 23.24 | — | — | 0.235 | — | — | — | 0.076 | — | — | |
| Neural VolumesFPS Resolution=1352 x 1014, Frame Count=300, Evaluation Resolution=Half (1352 x 1014)2023.12 | 22.8 | — | 0.062 | 0.295 | — | — | — | — | — | — | |
| 3DGStream2026.03 | 19.634 | — | — | 0.444 | 0.18 | — | — | 0.125 | 5.663 | — | |
| StreamRF2026.03 | 12.495 | — | — | 0.9 | 34.61 | — | — | 0.225 | 0.029 | — | |
| Dynamic-4DGSResolution=1352 x 10142024.06 | — | — | — | — | 30 | — | — | — | — | — |