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Papers Benchmarks Datasets Tasks

Conditional Average Treatment Effect (CATE) Estimation research benchmarks · SOTA2 Research

Conditional Average Treatment Effect (CATE) Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IHDP, ACIC 2016, Lalonde CPS, Lalonde PSID

0.58IHDP Error Metric

12

Feb 26, 2026

Jobs semi-synthetic

0.478PEHE

9

Feb 26, 2026

10 Synthetic Datasets

0.515PEHE

9

Feb 26, 2026

Semi-Synthetic Criteo N=61,200 (subsampled)

98.6Improvement

1

Feb 26, 2026

Popular datasets

Synthetic Datasets Criteo JOBS IHDP, ACIC, Lalonde

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