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Binary CATE Estimation research benchmarks · SOTA2 Research

Binary CATE Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Binary-CATE 20% contamination p = 0.20

RXLearner-Huber

0.21RMSE

9

May 4, 2026

Binary-CATE 10% contamination p = 0.10

RXLearner-Huber

0.197RMSE

9

May 4, 2026

Binary-CATE clean data p = 0

EconML LinearDML

0.079RMSE

9

May 4, 2026

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