Novel View Synthesis on iPhone dataset (Apple)
20.17mPSNR (dB)SE(3) B-spline GS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SE(3) B-spline GSParam.=134.7M, Training Time=30 mins, FPS=45.1242026.03 | 20.17 | 0.729 | 0.274 | — | |
| MoScaParam.=98.5M, Training Time=30 mins, FPS=35.4252026.03 | 19.33 | 0.718 | 0.274 | — | |
| SoMParam.=173.4M, Training Time=1 hr, FPS=38.7542026.03 | 17.13 | 0.674 | 0.279 | — | |
| MoDec-GS2025.01 | 16.48 | 0.699 | 0.402 | 23.78 | |
| MarbleGSParam.=51.6M, Training Time=13 hrs, FPS=8.3672026.03 | 16.08 | 0.568 | 0.433 | — | |
| HiMoRParam.=185.2M, Training Time=1 hr, FPS=34.1562026.03 | 16.02 | 0.558 | 0.325 | — | |
| Deformable 3DGS2025.01 | 15.61 | 0.696 | 0.367 | 87.71 | |
| SplineGSParam.=158.4M, Training Time=2 hrs, FPS=387.4692026.03 | 15.52 | 0.483 | 0.371 | — | |
| 4DGS2025.01 | 15.41 | 0.691 | 0.524 | 61.52 | |
| SC-GS2025.01 | 14.96 | 0.692 | 0.508 | 173.3 | |
| MoDec-GSParam.=86.1M, Training Time=1 hr, FPS=9.0742026.03 | 14.65 | 0.32 | 0.461 | — |