3D Scene Reconstruction on Bicycle scene (test)
25.11PSNR (+FT)GaussianPOP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GaussianPOPPruning ratio=80%, Fine-tuning iterations=5000, #G/M=0.972026.02 | 25.11 | 20.71 | 61.6 | 74.7 | 0.332 | 0.251 | |
| MaskGaussian*Pruning ratio=80%, Fine-tuning iterations=5000, #G/M=1.022026.02 | 24.88 | — | — | 73.9 | — | 0.255 | |
| GaussianSpa*Pruning ratio=80%, Fine-tuning iterations=5000, #G/M=0.972026.02 | 24.79 | — | — | 74 | — | 0.257 | |
| C3DGSPruning ratio=80%, Fine-tuning iterations=5000, #G/M=0.972026.02 | 24.39 | 19.15 | 56.5 | 71.9 | 0.352 | 0.267 | |
| PUP3DGSPruning ratio=80%, Fine-tuning iterations=5000, #G/M=0.972026.02 | 24.37 | 18.01 | 53.8 | 71.4 | 0.366 | 0.264 | |
| LightGSPruning ratio=80%, Fine-tuning iterations=5000, #G/M=0.972026.02 | 24.35 | 18.46 | 53.7 | 71.3 | 0.364 | 0.272 |