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Papers Benchmarks Datasets Tasks

Mortality Prediction research benchmarks · SOTA2 Research

Mortality Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90.8Accuracy

178

Jun 11, 2026

64.5F1-score

154

Jun 11, 2026

MIMIC-IV (test)

86AUC

64

Apr 21, 2026

84.19AUROC

59

Jun 5, 2026

0.886AUC-PRC

53

May 12, 2026

SepsisLateFusion

0.91AUROC

53

Jun 30, 2026

PhysioNet 2012 (test)

86.7AUC

43

May 12, 2026

PhysioNet Challenge 2012

0.868AUROC

30

Jun 30, 2026

N00694382 (test)

0.78AUROC

24

Feb 26, 2026

N00079274 (test)

0.728AUROC

24

Feb 26, 2026

N00312208 (test)

77.7AUROC

24

Feb 26, 2026

N00174655 (test)

0.943AUROC

24

Feb 26, 2026

N00041119 (test)

0.68AUROC

24

Feb 26, 2026

2.93AUPRC

21

Jun 24, 2026

0.77AUC

20

Mar 26, 2026

P-Mortality P12 (test)

54.9AUPRC

19

Feb 26, 2026

82.1AUROC

16

May 13, 2026

MIMIC-III (test)

85.88AUROC

14

Apr 10, 2026

PhysioNet 2019 (test)

Statistical Feature Extraction

90AUROC

14

Feb 26, 2026

Physionet (test)

0.842AUC

14

Feb 26, 2026

0.363Silhouette Score

12

Jun 30, 2026

0.586Silhouette Score

12

Jun 30, 2026

INSPECT cohort (PE) 365-day 1.0

SMB-Structure Curriculum

81AUC-ROC

12

Feb 26, 2026

INSPECT cohort (PE) 1.0 (180 day)

SMB-Structure Curriculum

0.803AUC-ROC

12

Feb 26, 2026

INSPECT cohort PE 1.0 (30 day)

SMB-Structure Curriculum

0.806AUC-ROC

12

Feb 26, 2026

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