Novel View Synthesis on OmniUW synthetic (building)
36.06PSNRUnderwater360
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Underwater360underwater_physical_modeling=true, omnidirectional_modeling=true2026.05 | 36.06 | 92.2 | 0.243 | |
| SPaGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 35.88 | 91.9 | 0.313 | |
| INGPunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 33.71 | 88.3 | 0.291 | |
| 3DGSunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 33.48 | 90.6 | 0.263 | |
| 2DGSunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 33.15 | 89.9 | 0.298 | |
| EgoNeRFunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 33.13 | 88.1 | 0.379 | |
| 3D-UIRunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 31.59 | 85.1 | 0.289 | |
| 360-GSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 31.5 | 87.9 | 0.329 | |
| OmniGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 30.55 | 85.8 | 0.349 | |
| SeaSplatunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 30.32 | 87.6 | 0.331 | |
| SeaThru-NeRFunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 29.61 | 87.9 | 0.314 | |
| Gaussian Splashingunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 29.56 | 87 | 0.326 | |
| ODGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 28.58 | 85.3 | 0.244 | |
| UW-GSunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 28.18 | 86 | 0.323 | |
| ZipNeRFunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 26.57 | 82.7 | 0.385 | |
| Water-Splattingunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 15.84 | 67.3 | 0.394 |