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Length of Stay (LOS) prediction research benchmarks · SOTA2 Research

Length of Stay (LOS) prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIMIC-III (test)

67.4Macro ROC AUC

14

Apr 21, 2026

70AUROC

12

Feb 26, 2026

Small PPICU baseline

1.03Performance Score

2

Mar 26, 2026

2,257Clinical Validated Events Count

1

Jul 8, 2026

Popular datasets

MIMIC eICU PPICU FEMR

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