ResearchBenchmarksSound speed profile prediction on Real open dataset (whole-profile)Sound speed profile prediction on Real open dataset (whole-profile)Follow0.148RMSE (m/s)MDF-RAGAN0.136560.213780.2910.36822Jul 16, 2025Evaluation resultsMethodMethodLinksRMSE (m/s)MDF-RAGANParameters=7.7M, Infer...Parameters=7.7M, Inference Time (ms)=4.48, Training Time=1 h 18 min 2 s2025.070.148Att-CNNParameters=4.69M, Infe...Parameters=4.69M, Inference Time (ms)=0.87, Training Time=38 min 49 s2025.070.311SITP2025.070.338MEAN2025.070.434