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Average Dose-Response Function (ADRF) Estimation research benchmarks · SOTA2 Research

Average Dose-Response Function (ADRF) Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

sinusoidal (p=0.25, n=800) synthetic (test)

0.132Level-RMSE

14

May 4, 2026

parabola p=0.25, n=800 synthetic (test)

0.178Level-RMSE

14

May 4, 2026

5 DGPs Suite Aggregate p=0.25 synthetic (test)

0.276Worst Cell Level-RMSE

7

May 4, 2026

sinusoidal_asymmetric (p=0.25, n=800) synthetic (test)

0.185Level-RMSE

7

May 4, 2026

Popular datasets

Sinusoidal parabola sinusoidal_asymmetric DGPs Suite

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