Novel View Synthesis on Canonical 13-scene suite 3-seed macro averages
27.333PSNRBayesian 3DGS-NIW
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Bayesian 3DGS-NIWGauss.=2.547M, FPS=267.2, Training Time (s)=815.1, shared proxy-UQ=true2026.07 | 27.333 | 0.8359 | 0.2111 | 0.0213 | 4.52 | |
| Official 3DGS ReproductionGauss.=2.519M, FPS=279.4, Training Time (s)=815.0, shared proxy-UQ=true2026.07 | 27.304 | 0.8359 | 0.2113 | 0.0241 | 5.91 | |
| Standard 3DGSGauss.=2.532M, FPS=267.3, Training Time (s)=802.3, shared proxy-UQ=true2026.07 | 27.303 | 0.8358 | 0.2113 | 0.0213 | 4.52 | |
| 3DGS-MCMCGauss.=2.419M, FPS=315.2, Training Time (s)=3179.1, shared proxy-UQ=true2026.07 | 26.931 | 0.8165 | 0.2317 | 0.0424 | 14.92 | |
| DPMM-3DGSGauss.=1.620M, FPS=384.1, Training Time (s)=836.2, shared proxy-UQ=true2026.07 | 26.643 | 0.8144 | 0.2431 | 0.0231 | 5.05 |