Novel View Synthesis on DL3DV (PSNR, SSIM, LPIPS, GS)
21.04PSNRSplatWeaver
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SplatWeaverNumber of Views=242026.05 | 21.04 | 62.6 | 0.251 | 548 | |
| SplatWeaver (efficiency variant)Number of Views=24, Efficiency=Extreme efficiency (†)2026.05 | 20.57 | 61.4 | 0.258 | 211 | |
| SplatWeaverNumber of Views=162026.05 | 20.11 | 60.7 | 0.26 | 451 | |
| AnySplatNumber of Views=242026.05 | 19.93 | 60.1 | 0.266 | 2,173 | |
| SplatWeaver (efficiency variant)Number of Views=16, Efficiency=Extreme efficiency (†)2026.05 | 19.52 | 58.7 | 0.279 | 153 | |
| AnySplatNumber of Views=162026.05 | 19.09 | 55.8 | 0.281 | 1,522 | |
| SplatWeaverNumber of Views=82026.05 | 18.68 | 54.6 | 0.312 | 238 | |
| YoNoSplatNumber of Views=242026.05 | 18.48 | 48.8 | 0.424 | 1,728 | |
| SPFSplatNumber of Views=242026.05 | 18.02 | 50.2 | 0.401 | 2,710 | |
| SplatWeaver (efficiency variant)Number of Views=8, Efficiency=Extreme efficiency (†)2026.05 | 17.99 | 51.8 | 0.324 | 89 | |
| AnySplatNumber of Views=82026.05 | 17.75 | 47.3 | 0.336 | 805 | |
| YoNoSplatNumber of Views=162026.05 | 17.63 | 46.6 | 0.429 | 1,259 | |
| YoNoSplatNumber of Views=82026.05 | 17.39 | 45.6 | 0.427 | 569 | |
| SPFSplatNumber of Views=162026.05 | 17.22 | 47.3 | 0.438 | 1,835 | |
| SplatWeaverNumber of Views=42026.05 | 16.67 | 47.3 | 0.375 | 128 | |
| SPFSplatNumber of Views=82026.05 | 16.48 | 44.3 | 0.512 | 918 | |
| YoNoSplatNumber of Views=42026.05 | 16.19 | 44.1 | 0.442 | 312 | |
| SplatWeaver (efficiency variant)Number of Views=4, Efficiency=Extreme efficiency (†)2026.05 | 15.97 | 43.8 | 0.397 | 44 | |
| AnySplatNumber of Views=42026.05 | 15.61 | 42.3 | 0.388 | 413 | |
| EcoSplat 40%Number of Views=242026.05 | 15.57 | 43.3 | 0.602 | 1,084 | |
| SPFSplatNumber of Views=42026.05 | 15.47 | 43.9 | 0.599 | 458 | |
| EcoSplat 40%Number of Views=162026.05 | 14.64 | 40.3 | 0.635 | 734 | |
| NoPoSplatNumber of Views=42026.05 | 14.02 | 36.7 | 0.651 | 458 | |
| EcoSplat 40%Number of Views=82026.05 | 13.96 | 38.6 | 0.646 | 367 | |
| NoPoSplatNumber of Views=82026.05 | 13.92 | 37 | 0.653 | 918 | |
| NoPoSplatNumber of Views=162026.05 | 13.88 | 36.7 | 0.651 | 1,835 | |
| NoPoSplatNumber of Views=242026.05 | 13.81 | 36.5 | 0.659 | 2,710 | |
| FLARENumber of Views=82026.05 | 13.55 | 35.2 | 0.682 | 918 | |
| FLARENumber of Views=42026.05 | 13.52 | 34.8 | 0.674 | 458 | |
| FLARENumber of Views=162026.05 | 13.44 | 33.9 | 0.686 | 1,835 | |
| EcoSplat 40%Number of Views=42026.05 | 13.41 | 31 | 0.629 | 184 | |
| FLARENumber of Views=242026.05 | 13.37 | 33.2 | 0.695 | 2,710 | |
| AnySplat + DUSt3RNumber of Views=242026.05 | 12.37 | 22.4 | 0.631 | 1,084 | |
| C3GNumber of Views=242026.05 | 10.72 | 24.4 | 0.706 | 2 | |
| C3GNumber of Views=162026.05 | 10.48 | 22.4 | 0.71 | 2 | |
| C3GNumber of Views=82026.05 | 9.9 | 20.2 | 0.701 | 2 | |
| C3GNumber of Views=42026.05 | 9.41 | 16.7 | 0.715 | 2 | |
| AnySplat + DUSt3RNumber of Views=162026.05 | 9.25 | 16.9 | 0.672 | 734 | |
| AnySplat + DUSt3RNumber of Views=82026.05 | 7.42 | 12.5 | 0.699 | 367 | |
| AnySplat + DUSt3RNumber of Views=42026.05 | 6.24 | 10.5 | 0.711 | 184 |