Shock Prediction on eICU benchmark leaderboard · SOTA2 Research

Shock Prediction on eICU

65.7Mean Balanced AccuracyFedDES

Evaluation Results

Method	Links
FedDES2026.03		65.7	8.6	70
FedGH2026.03		64.4	9	76
FML2026.03		63.4	9.3	62
FedKD2026.03		63.2	9.2	64
LG-FedAvg2026.03		62.9	9.2	64
Local2026.03		61.1	7.6	—
Global2026.03		60.1	7.1	40
FedTGP2026.03		57.3	9.8	30
FedProto2026.03		51.9	5.4	12