Dynamic Scene Reconstruction on Meet Room dataset (test)
31.31PSNR (dB)3DG-S
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 3DG-SStorage (MB)=21.1, Train (mins)=2.6, Render (FPS)=5712024.03 | 31.31 | — | |
| 3DGStreamStorage (MB)=4.0/4.1*, Train (mins)=0.1, Render (FPS)=2882024.03 | 30.79 | — | |
| Ours-lSize (MB)=10.4, Render (FPS)=165, Target Gaussians=300,0002026.02 | 29.18 | 0.931 | |
| Ex4DGSSize (MB)=40.2, Render (FPS)=1482026.02 | 29.12 | 0.93 | |
| STGSSize (MB)=15.2, Render (FPS)=1592026.02 | 29.01 | 0.929 | |
| Ours-sSize (MB)=4.5, Render (FPS)=215, Target Gaussians=100,0002026.02 | 28.6 | 0.927 | |
| I-NGPStorage (MB)=48.2, Train (mins)=1.1, Render (FPS)=4.12024.03 | 28.1 | — | |
| 4DGCSize (MB)=126, Render (FPS)=2132026.02 | 28.08 | 0.922 | |
| 3DGStreamSize (MB)=2430, Render (FPS)=2882026.02 | 28.03 | 0.921 | |
| 4DGCProSize (MB)=123, Render (FPS)=2222026.02 | 28.02 | 0.921 | |
| TeTriRFSize (MB)=183, Render (FPS)=3.82026.02 | 27.37 | 0.917 | |
| PlenoxelsStorage (MB)=1015, Train (mins)=14, Render (FPS)=102024.03 | 27.15 | — | |
| StreamRFStorage (MB)=5.7/9.0*, Train (mins)=0.17, Render (FPS)=102024.03 | 26.72 | — | |
| StreamRFSize (MB)=2469, Render (FPS)=102026.02 | 26.71 | 0.913 | |
| ReRFSize (MB)=189, Render (FPS)=2.92026.02 | 26.43 | 0.911 |