Novel View Synthesis on OmniUW synthetic (deepsea)
27.01PSNRUnderwater360
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Underwater360underwater_physical_modeling=true, omnidirectional_modeling=true2026.05 | 27.01 | 82.5 | 0.239 | |
| 3D-UIRunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 26.6 | 82.7 | 0.229 | |
| 3DGSunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 26.56 | 82.4 | 0.241 | |
| 2DGSunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 26.5 | 81.8 | 0.283 | |
| SPaGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 26.08 | 82.2 | 0.288 | |
| SeaThru-NeRFunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 26.01 | 79.8 | 0.269 | |
| ZipNeRFunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 24.28 | 77.1 | 0.31 | |
| ODGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 23.93 | 77 | 0.243 | |
| EgoNeRFunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 23.9 | 77.3 | 0.365 | |
| Gaussian Splashingunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 23.48 | 78.7 | 0.31 | |
| OmniGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 23.36 | 76.7 | 0.341 | |
| 360-GSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.05 | 23.17 | 77.2 | 0.351 | |
| INGPunderwater_physical_modeling=false, omnidirectional_modeling=false2026.05 | 22.74 | 75.2 | 0.296 | |
| SeaSplatunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 22.08 | 78.9 | 0.35 | |
| UW-GSunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 19.8 | 75.9 | 0.378 | |
| Water-Splattingunderwater_physical_modeling=true, omnidirectional_modeling=false2026.05 | 11.81 | 56.7 | 0.419 |