Sepsis prediction on Multi-center clinical dataset (three tertiary hospitals) benchmark leaderboard · SOTA2 Research

Sepsis prediction on Multi-center clinical dataset (three tertiary hospitals)

0.9027ROC AUCCentralized end-to-end autoencoder–MLP

Evaluation Results

Method
Centralized end-to-end autoencoder–MLP2026.06	0.9027	63.15	94.92	83.72	85.18	72	85.64
FedAvg2026.06	0.8902	56.14	92.75	76.19	83.66	64.64	82.05
KNN+SVM2026.06	0.8789	57.89	94.92	82.5	84.51	68.04	84.1