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Papers Benchmarks Datasets Tasks

ICU mortality prediction research benchmarks · SOTA2 Research

ICU mortality prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIMIC-ICU cohort 7 day n=1,239

0.772C-Index

7

May 26, 2026

MIMIC-ICU cohort n=1,885 (2 day)

0.841C-Index

7

May 26, 2026

MIMIC-ICU cohort n=1,955 (1 day)

0.832C-Index

7

May 26, 2026

MIMIC-ICU cohort n=1,984 (Overall)

0.784C-Index

7

May 26, 2026

eICU YAIB-aligned

86.4AUROC

7

Feb 26, 2026

HiRID YAIB-aligned

92.7AUROC

7

Feb 26, 2026

MIMIC Adult ICU Records III

0.929AUROC

6

Feb 26, 2026

TA-RNN-Medical-Hybrid

91Accuracy

5

Mar 10, 2026

Popular datasets

MIMIC MIMIC-ICU cohort MIMIC-ICU eICU HiRID

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