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Papers Benchmarks Datasets Tasks

Disease prediction research benchmarks – Page 2 · SOTA2 Research

Disease prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UKB prevalence ≥ 5%

0.2Mean Delta AUC

4

Jun 9, 2026

UKB prevalence 2–5%

0.2Mean Delta AUC

4

Jun 9, 2026

UKB prevalence < 2%

1.2Mean Delta AUC (x100)

4

Jun 9, 2026

0.66AUROC

4

Feb 26, 2026

0.91AUROC

4

Feb 26, 2026

72AUROC

4

Feb 26, 2026

1AUROC

4

Feb 26, 2026

77.8Angina

2

Feb 26, 2026

99AUROC

2

Feb 26, 2026

59AUROC

2

Feb 26, 2026

—

—Primary metric

0

Jun 2, 2026

Page 2 of 2

Popular datasets

Haodf TASK UKBB UKB MIMIC

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