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ResearchFormerly WizWand

Novel View Synthesis on OmniUW synthetic (deepsea)

27.01PSNRUnderwater360
11.20215.30619.4123.514May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Underwater360underwater_physical_modeling=true, omnidirectional_modeling=true2026.0527.0182.50.239
3D-UIRunderwater_physical_modeling=true, omnidirectional_modeling=false2026.0526.682.70.229
3DGSunderwater_physical_modeling=false, omnidirectional_modeling=false2026.0526.5682.40.241
2DGSunderwater_physical_modeling=false, omnidirectional_modeling=false2026.0526.581.80.283
SPaGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.0526.0882.20.288
SeaThru-NeRFunderwater_physical_modeling=true, omnidirectional_modeling=false2026.0526.0179.80.269
ZipNeRFunderwater_physical_modeling=false, omnidirectional_modeling=false2026.0524.2877.10.31
ODGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.0523.93770.243
EgoNeRFunderwater_physical_modeling=false, omnidirectional_modeling=false2026.0523.977.30.365
Gaussian Splashingunderwater_physical_modeling=true, omnidirectional_modeling=false2026.0523.4878.70.31
OmniGSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.0523.3676.70.341
360-GSunderwater_physical_modeling=false, omnidirectional_modeling=true2026.0523.1777.20.351
INGPunderwater_physical_modeling=false, omnidirectional_modeling=false2026.0522.7475.20.296
SeaSplatunderwater_physical_modeling=true, omnidirectional_modeling=false2026.0522.0878.90.35
UW-GSunderwater_physical_modeling=true, omnidirectional_modeling=false2026.0519.875.90.378
Water-Splattingunderwater_physical_modeling=true, omnidirectional_modeling=false2026.0511.8156.70.419