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Papers Benchmarks Datasets Tasks

Disease onset forecasting research benchmarks · SOTA2 Research

Disease onset forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EHR 5-year horizon (test)

0.756Macro AUROC

5

Mar 26, 2026

Patient EHR dataset Disease Suite Aggregate 2-year horizon (test)

0.78AUROC

5

Mar 26, 2026

Patient EHR dataset Prostate Cancer 2-year horizon (test)

91AUROC

5

Mar 26, 2026

Patient EHR dataset Pancreatic Cancer 2-year horizon (test)

0.693AUROC

5

Mar 26, 2026

Patient EHR dataset Acute MI 2-year horizon (test)

81.8AUROC

5

Mar 26, 2026

Patient EHR dataset CHF 2-year horizon (test)

86.2AUROC

5

Mar 26, 2026

Patient EHR dataset COPD 2-year horizon (test)

70.3AUROC

5

Mar 26, 2026

Patient EHR dataset Knee OA 2-year horizon (test)

0.743AUROC

5

Mar 26, 2026

Patient EHR dataset Dementia 2-year horizon (test)

78.9AUROC

5

Mar 26, 2026

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Patient EHR dataset EHR

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