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Novel View Synthesis on Underwater Scenes

10Training TimeWaterSplatting
-62.6427.45917.51,407.55Jan 8, 2026

Evaluation results

MethodLinks
WaterSplattingTraining time=10 m, FPS=88.19, Memory (GB)=5.82026.0110———88.195.8
OceanSplatTraining time=19 m, FPS=85.67, Memory (GB)=7.62026.0119———85.677.6
3DGSTraining time=22 m, FPS=150.28, Memory (GB)=3.72026.0122———150.283.7
SeaSplatTraining time=51 m, FPS=90.05, Memory (GB)=62026.0151———90.056
SeaThru-NeRF-NSTraining time=3 h 21 m, FPS=0.29, Memory (GB)=15.12026.01321———0.2915.1
SeaThru-NeRFTraining time=18 h 25 m, FPS=0.1, Memory (GB)=37.72026.011,825———0.137.7