Novel View Synthesis on NVIDIA
27.81PSNRSE(3) B-spline GS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SE(3) B-spline GSParam.=134.7M, Training Time=30 mins, FPS=45.1242026.03 | 27.81 | 87.1 | 0.049 | |
| SplineGSParam.=158.4M, Training Time=2 hrs, FPS=387.4692026.03 | 27.12 | 87.2 | 0.052 | |
| MoScaParam.=98.5M, Training Time=30 mins, FPS=35.4252026.03 | 26.76 | 85.4 | 0.07 | |
| HiMoRParam.=185.2M, Training Time=1 hr, FPS=34.1562026.03 | 24.89 | 69.4 | 0.118 | |
| SoMParam.=173.4M, Training Time=1 hr, FPS=38.7542026.03 | 24.58 | 65.1 | 0.124 | |
| MarbleGSParam.=51.6M, Training Time=13 hrs, FPS=8.3672026.03 | 24.56 | 66.7 | 0.11 | |
| MoDec-GSParam.=86.1M, Training Time=1 hr, FPS=9.0742026.03 | 23.94 | 62.8 | 0.132 | |
| FSM-LVSMResolution=256 × 256, Method Category=Rendering-based2026.04 | 23.9 | 74.7 | 0.105 | |
| MoScaResolution=379 × 672, Method Category=Optimization-based2026.04 | 21.45 | 71.2 | 0.265 | |
| C4GPer scene=No, Pose=No, #G=2K2026.05 | 20.51 | 48.9 | 0.393 | |
| FSM-LRMResolution=256 × 256, Method Category=Rendering-based2026.04 | 20.17 | 56.7 | 0.337 | |
| MoVieSResolution=379 × 672, Method Category=Rendering-based2026.04 | 19.16 | 51.4 | 0.315 | |
| NeoVersePer scene=No, Pose=No, #G=802K2026.05 | 15.86 | 32.2 | 0.492 | |
| 4DGTPer scene=No, Pose=Yes, #G=272K2026.05 | 15.64 | 34.9 | 0.614 | |
| SoMResolution=379 × 672, Method Category=Optimization-based2026.04 | 15.3 | 31.7 | 0.509 | |
| 4DGTResolution=504 × 504, Method Category=Rendering-based2026.04 | 14.13 | 13.1 | 0.64 | |
| MoVieSPer scene=No, Pose=Yes, #G=802K2026.05 | 13.71 | 21.1 | 0.596 | |
| MoScaPer scene=Yes, Pose=Yes, #G=342K2026.05 | 12.62 | 26.9 | 0.691 | |
| Shape of MotionPer scene=Yes, Pose=Yes, #G=128K2026.05 | 10.86 | 28 | 0.791 | |
| L4GMResolution=256 × 256, Method Category=Rendering-based2026.04 | 10.07 | 23.5 | 0.587 |