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Papers Benchmarks Datasets Tasks

Average Treatment Effect (ATE) Estimation research benchmarks · SOTA2 Research

Average Treatment Effect (ATE) Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic Heterogeneous Treatment Effects (HTE) Data (test)

0.003MSE

24

Feb 26, 2026

IHDP, ACIC, Lalonde CPS PSID 2016

0.08ATE Error (IHDP)

13

Feb 26, 2026

MIMIC-III clinical notes semi-synthetic (test)

0.143Mean Absolute Bias

11

Feb 26, 2026

Hillstrom email-marketing RCT

0.77ATE Estimate

4

May 1, 2026

Popular datasets

MIMIC IHDP, ACIC, Lalonde Synthetic Heterogeneous Treatment Effects (HTE) Data Hillstrom email-marketing

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