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Papers Benchmarks Datasets Tasks

Heart failure prediction research benchmarks · SOTA2 Research

Heart failure prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OCHIN temporal domain shift 2012-2023 (test)

97.22AUROC

15

Feb 26, 2026

eICU spatial domain shift 2014-2015 (test)

92.54AUROC

15

Feb 26, 2026

OCHIN spatial gap

96.31AUROC

11

Feb 26, 2026

Clinical Narratives Heart Failure Prediction (test)

69.9F1 Score

6

Jun 25, 2026

Sutter Health EHR (test)

0.256Neg Log Likelihood

6

Feb 26, 2026

Popular datasets

OCHIN Sutter Health EHR eICU Clinical Narratives

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