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Decompensation research benchmarks · SOTA2 Research

Decompensation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Decompensation (test)

94.2AUROC

10

Feb 26, 2026

eICU Northeast Region

0.865AUC-ROC

5

May 6, 2026

eICU West Region

80.6AUC-ROC

5

May 6, 2026

eICU Midwest Region

Combined Method

0.793AUC-ROC

5

May 6, 2026

eICU South Region

0.844AUC-ROC

5

May 6, 2026

MIMIC-III Reference

0.867AUC ROC

1

May 6, 2026

Popular datasets

eICU MIMIC Decompensation

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