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AUC prediction research benchmarks · SOTA2 Research

AUC prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

simulated patients Four observations 2021

12.8Relative RMSE

8

Feb 26, 2026

simulated patients 2021 (Three observations)

15.2Relative RMSE

8

Feb 26, 2026

simulated patients Two observations 2021

19.6Relative RMSE

8

Feb 26, 2026

simulated patients One observation 2021

Roberts et al. (2011)

20.6Relative RMSE

8

Feb 26, 2026

simulated patients 2021 (A priori)

Revilla et al. (2010)

32.7Relative RMSE

8

Feb 26, 2026

External Dataset n=75 (external val)

10.82RMSPE (%)

3

Feb 26, 2026

Development 50 runs (80/20 cross-validation)

—

—Primary metric

0

Feb 26, 2026

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simulated patients External Development

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