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Heterogeneous Treatment Effect Estimation research benchmarks · SOTA2 Research

Heterogeneous Treatment Effect Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SIMULATION HTE (test)

0.768ARI

13

Mar 6, 2026

ACIC 2016 (out-of-sample)

1.67SQRT(PEHE)

10

Jul 7, 2026

ACIC 2016 (in-sample)

1.56sqrt(PEHE)

10

Jul 7, 2026

Twins censoring Real (test)

2.63RMSE (L=30)

9

Feb 26, 2026

Twins no censoring Real (test)

2.53RMSE (L=30)

9

Feb 26, 2026

S4 zeta=3, no overlap Synthetic (test)

0.237RMSE (L=10)

9

Feb 26, 2026

S3 zeta=3, no overlap Synthetic (test)

0.225RMSE (L=10)

9

Feb 26, 2026

InferenceEvolve

0.693Best Performance Score

2

Apr 7, 2026

InferenceEvolve

0.858Best Error

2

Apr 7, 2026

HTE Method Properties

—

—Primary metric

0

Jun 16, 2026

Popular datasets

ACIC Twins S3 S4 Lalonde

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