Novel View Synthesis on MatrixCity
27.44PSNR3DGS/CityGS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 3DGS/CityGSRasterization=CUDA-based (Software)2026.07 | 27.44 | 0.866 | 0.205 | 106 | |
| CityGSCategory=Baseline2026.07 | 27.44 | 0.866 | 0.205 | 106 | |
| NeoGCategory=Temporal-coherence2026.07 | 27.14 | 0.864 | 0.206 | 131 | |
| fast_gaussRasterization=Hardware-accelerated2026.07 | 27.06 | 0.859 | 0.206 | 30 | |
| TemporalGSRasterization=CUDA-based (Software)2026.07 | 26.57 | 0.834 | 0.219 | 236 | |
| CityGS-TGSCategory=Training-free plug-and-play2026.07 | 26.57 | 0.834 | 0.219 | 236 | |
| LightGSCategory=Post-training2026.07 | 26.54 | 0.824 | 0.283 | 291 | |
| fast_gauss-TGSRasterization=Hardware-accelerated2026.07 | 26.52 | 0.838 | 0.216 | 168 | |
| RadSplat†Category=Post-processing2026.07 | 26.14 | 0.848 | 0.221 | 181 | |
| CP3DGSCategory=Post-training2026.07 | 25.86 | 0.806 | 0.276 | 153 | |
| LightGS-TGSCategory=Training-free plug-and-play2026.07 | 25.85 | 0.795 | 0.293 | 540 | |
| RadSplat†-TGSCategory=Training-free plug-and-play2026.07 | 25.41 | 0.817 | 0.234 | 320 | |
| CP3DGS-TGSCategory=Training-free plug-and-play2026.07 | 25.37 | 0.784 | 0.288 | 340 | |
| StochasticSplats-TGSCategory=Training-free plug-and-play2026.07 | 24.74 | 0.67 | 0.397 | 146 | |
| StochasticSplatsCategory=Post-training2026.07 | 24.73 | 0.654 | 0.42 | 101 | |
| C3DGSCategory=Training2026.07 | 23.05 | 0.666 | 0.475 | 405 | |
| C3DGS-TGSCategory=Training-free plug-and-play2026.07 | 22.97 | 0.66 | 0.477 | 668 | |
| Vanilla 3DGS + CrossGrad-GSOptimizer iterations=30K2026.04 | 22.26 | 0.651 | 0.428 | — | |
| Pixel-GS2026.04 | 21.14 | 0.554 | 0.547 | — | |
| Vanilla 3DGSOptimizer iterations=60K, Note=matched rendered-view ref.2026.04 | 21 | 0.599 | 0.485 | — | |
| Octree-GS2026.04 | 20.33 | 0.554 | 0.512 | — | |
| Scaffold-GS2026.04 | 19.8 | 0.544 | 0.507 | — | |
| Vanilla 3DGSOptimizer iterations=30K2026.04 | 19.75 | 0.554 | 0.538 | — | |
| Analytic-Splatting2026.04 | 15.74 | 0.432 | 0.695 | — | |
| Mip-Splatting2026.04 | 15.59 | 0.427 | 0.703 | — |