Novel View Synthesis on MipNeRF 360
28.4PSNR3DGS-MCMC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| 3DGS-MCMC2026.03 | 28.4 | 84.3 | 0.133 | — | — | |
| MGSLOD Type=Continuous2026.03 | 28.2 | 84.1 | 0.13 | 64.81 | 77.79 | |
| Octree-GSLOD Type=Discrete2026.03 | 27.62 | 81.3 | 0.221 | 21.61 | 68.43 | |
| CLoD-3DGSLOD Type=Continuous2026.03 | 27.44 | 81.4 | 0.215 | 46.38 | 56.56 | |
| MaskGaussianLOD Type=Discrete2026.03 | 27.42 | 81.5 | 0.218 | 34.11 | 67.1 | |
| FlexGaussianLOD Type=Discrete2026.03 | 26.86 | 79.3 | 0.237 | 30.04 | 62.05 | |
| CLoD-GSLOD Type=Continuous2026.03 | 26.55 | 80.3 | 0.233 | 19.39 | 63.43 | |
| H3DGSLOD Type=Discrete2026.03 | 25.41 | 78 | 0.23 | 11.62 | 60.51 | |
| Gaussian WrappingExtraction protocol=Full scene extraction, #Gaussians=4.0, #Verts=11.792026.04 | 25.1 | 75.2 | 0.289 | — | — | |
| MILoExtraction protocol=Full scene extraction, #Gaussians=0.46, #Verts=6.732026.04 | 25.075 | 73.39 | 0.3096 | — | — | |
| RaDe-GSExtraction protocol=Full scene extraction, #Gaussians=2.91, #Verts=30.852026.04 | 24.84 | 72.91 | 0.3128 | — | — | |
| GGGSExtraction protocol=Full scene extraction, #Gaussians=4.08, #Verts=43.462026.04 | 24.55 | 73.86 | 0.2986 | — | — | |
| GOFExtraction protocol=Full scene extraction, #Gaussians=2.99, #Verts=32.802026.04 | 24.25 | 70.17 | 0.3454 | — | — | |
| PGSRExtraction protocol=Foreground only, #Gaussians=3.16, #Verts=22.782026.04 | 15.63 | 58.34 | 0.4509 | — | — | |
| 2DGSExtraction protocol=Foreground only, #Gaussians=1.88, #Verts=4.312026.04 | 15.36 | 49.87 | 0.4749 | — | — |