Dynamic Scene Reconstruction on N3DV (PSNR, SSIM, LPIPS, Storage, FPS)
32.3PSNRStreamSTGS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| StreamSTGSRepresentation Framework=3DGS-based2026.06 | 32.3 | 94.36 | 0.1474 | 174 | 100 | |
| Ours(3DGS)Representation Framework=3DGS-based2026.06 | 32.26 | 94.52 | 0.1388 | 92.04 | 107 | |
| DLGStreamRepresentation=3DGS, Storage (KB)=97.11, FPS=832026.06 | 32.15 | 94.42 | 0.1413 | — | — | |
| Motion MattersRepresentation Framework=3DGS-based2026.06 | 32.12 | 94.5 | 0.129 | 109.6 | — | |
| DLGStreamRepresentation=ScaffoldGS, Storage (KB)=46.33, FPS=482026.06 | 32.04 | 94.46 | 0.1419 | — | — | |
| Ours(ScaffoldGS)Representation Framework=Scaffold-GS-based2026.06 | 31.93 | 94.48 | 0.1408 | 42.42 | 88.27 | |
| ReCon-GSRepresentation Framework=3DGS-based2026.06 | 31.89 | 94.5 | 0.141 | 450.6 | — | |
| QUEENRepresentation Framework=3DGS-based2026.06 | 31.79 | 94.49 | 0.1415 | 700 | 251 | |
| 4DGCProRepresentation Framework=3DGS-based2026.06 | 31.64 | 94.4 | — | 655.4 | — | |
| 4DGCRepresentation Framework=3DGS-based2026.06 | 31.53 | 94.12 | 0.1431 | 784 | 79 | |
| iFVCRepresentation Framework=Scaffold-GS-based2026.06 | 31.38 | 94.19 | 0.1357 | 114 | 14.65 | |
| HiCoMRepresentation Framework=3DGS-based2026.06 | 31.31 | 93.9 | 0.1475 | 10,704 | 163 | |
| 4DLangSplatStorage (KB)=431, FPS=152026.06 | 30.99 | 93.51 | 0.1571 | — | — | |
| GIFStreamRepresentation Framework=Scaffold-GS-based2026.06 | 30.76 | 93.68 | 0.147 | 38.04 | 97 | |
| 3DGStreamRepresentation Framework=3DGS-based2026.06 | 30.73 | 93.48 | 0.147 | 8,205 | 72 | |
| OR2Representation Framework=3DGS-based2026.06 | 30.73 | 93.36 | 0.1577 | 8,005 | 134 | |
| TeTriRF2026.06 | 30.07 | 90.03 | 0.2986 | 65.89 | 1.53 |