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Papers Benchmarks Datasets Tasks

Sepsis Prediction research benchmarks · SOTA2 Research

Sepsis Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

eICU Collaborative Research Database (test)

56C-index

81

May 19, 2026

81.67AUPRC

22

Jun 9, 2026

0.918AUROC

19

Apr 3, 2026

98.2AUROC

19

Apr 3, 2026

0.111IBS

8

Feb 26, 2026

PhysioNet Sepsis Challenge (test)

0.895AUC

6

Feb 26, 2026

PhysioNet Challenge 2019 (held-out source-unit environment)

0.74AUROC

5

Jun 5, 2026

MIMIC-IV and eICU Collaborative Research Database v2.2 (5-fold cross-validation)

Our Full Method

95.6AUC

5

Mar 18, 2026

Real-world ICU datasets

Our Full Method

94Clinical Efficacy

5

Mar 18, 2026

75.3AUPRC

4

Apr 3, 2026

Multi-center clinical dataset (three tertiary hospitals)

Centralized end-to-end autoencoder–MLP

0.903ROC AUC

3

Jun 4, 2026

Popular datasets

MIMIC Physionet PhysioNet Challenge eICU Sepsis

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