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Papers Benchmarks Datasets Tasks

COVID-19 prediction research benchmarks · SOTA2 Research

COVID-19 prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Birmingham NHS cohort 0.8% prevalence (test)

89.8AUROC

25

Apr 24, 2026

Birmingham 0.8% prevalence

89.8AUROC

25

Apr 24, 2026

Oxford 1.7% prevalence

0.901AUROC

25

Apr 24, 2026

Portsmouth NHS cohort 5.3% prevalence

0.907AUROC

25

Apr 24, 2026

Oxford 1.7% prevalence (test)

0.901AUROC

25

Apr 24, 2026

University Hospitals Birmingham (UHB) CURIAL (test)

XGBoost (Full Dataset)

0.925AUROC

5

Mar 11, 2026

Oxford University Hospitals (OUH) CURIAL (test)

XGBoost (Full Dataset)

0.911AUROC

5

Mar 11, 2026

Portsmouth University Hospitals (PUH) CURIAL (test)

XGBoost (Full Dataset)

90.1AUROC

5

Mar 11, 2026

University Hospitals Birmingham (UHB) (test)

92.5AUROC

5

Mar 11, 2026

Oxford University Hospitals (OUH) (test)

Full Dataset Baseline (XGBoost)

91.1AUROC

5

Mar 11, 2026

Popular datasets

Oxford Oxford University Hospitals (OUH)University Hospitals Birmingham (UHB)Birmingham Portsmouth University Hospitals (PUH)

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