Object Fitting on ShapeNet Car
35.32PSNRGaussian Splatting
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gaussian SplattingSpatially-structured=false, Rel. Speed=2.58x, Params (M)=1.84, Iterations=30K, Shared implicit feature decoder=false2024.03 | 35.32 | 0.0303 | 98.74 | |
| GaussianCubeSpatially-structured=true, Rel. Speed=3.33x, Params (M)=0.46, Iterations=30K, Shared implicit feature decoder=false2024.03 | 34.94 | 0.0347 | 98.63 | |
| Instant-NGPSpatially-structured=false, Rel. Speed=1x, Params (M)=12.25, Iterations=30K, Shared implicit feature decoder=false2024.03 | 33.98 | 0.0386 | 98.09 | |
| TriplaneSpatially-structured=true, Rel. Speed=1.05x, Params (M)=6.3, Iterations=30K, Shared implicit feature decoder=false2024.03 | 32.61 | 0.0611 | 97.09 | |
| VoxelsSpatially-structured=true, Rel. Speed=0.15x, Params (M)=67.12, Iterations=30K, Shared implicit feature decoder=false2024.03 | 31.78 | 0.0676 | 96.64 | |
| TriplaneSpatially-structured=true, Rel. Speed=1.05x, Params (M)=6.3, Iterations=30K, Shared implicit feature decoder=true2024.03 | 31.39 | 0.0759 | 96.35 | |
| VoxelsSpatially-structured=true, Rel. Speed=0.15x, Params (M)=67.12, Iterations=30K, Shared implicit feature decoder=true2024.03 | 30.25 | 0.0926 | 95.41 |