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All-cause mortality prediction research benchmarks · SOTA2 Research

All-cause mortality prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clalit Health Services (test)

0.1Hazard Ratio (HR)

79

May 19, 2026

Closed-weight benchmark cohort N = 200

110N

17

Jul 7, 2026

Open-weight cohort N = 4,886

2,597Cohort Size (N)

14

Jul 7, 2026

Laboratory measurements 10–30 day intervals prior to diagnosis (test)

0.697Median AUROC

3

Jun 9, 2026

Popular datasets

Clalit Health Services Laboratory measurements Closed-weight benchmark cohort Open-weight cohort

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