ResearchBenchmarksShock Prediction on eICUShock Prediction on eICUFollow65.7Mean Balanced AccuracyFedDES51.34855.07458.862.526Mar 30, 2026Evaluation resultsMethodMethodLinksMean Balanced AccuracyStd Dev of Mean Balanced AccuracyWin RateFedDES2026.0365.78.670FedGH2026.0364.4976FML2026.0363.49.362FedKD2026.0363.29.264LG-FedAvg2026.0362.99.264Local2026.0361.17.6—Global2026.0360.17.140FedTGP2026.0357.39.830FedProto2026.0351.95.412