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Papers Benchmarks Datasets Tasks

Respiratory Failure Prediction research benchmarks · SOTA2 Research

Respiratory Failure Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIMIC-IV downsampled v2.0 (test)

77.17AUC

12

Feb 26, 2026

Site B retrospective cohort 2023-2024 (test)

84.1AUC

12

Feb 26, 2026

Site A retrospective cohort 2024 (test)

85.02AUC

12

Feb 26, 2026

0.049IBS

8

Feb 26, 2026

Popular datasets

MIMIC MIMIC-IV Site A Site B

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