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Papers Benchmarks Datasets Tasks

CATE Estimator Ranking research benchmarks · SOTA2 Research

CATE Estimator Ranking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ACIC Setting C (m=0.9) 2016

0.96Rank Correlation

16

Feb 26, 2026

ACIC Setting C (m=0.5) 2016

0.96Rank Correlation

16

Feb 26, 2026

ACIC Setting C (m=0.1) 2016

0.96Rank Correlation

16

Feb 26, 2026

ACIC Setting B (xi=2) 2016

0.95Rank Correlation

16

Feb 26, 2026

ACIC Setting B (xi=0) 2016

0.95Rank Correlation

16

Feb 26, 2026

ACIC Setting A (p=0.3) 2016

0.96Rank Correlation

16

Feb 26, 2026

ACIC Setting A (p=0.1) 2016

0.96Rank Correlation

16

Feb 26, 2026

ACIC Setting A (p=0) 2016

0.96Rank Correlation

16

Feb 26, 2026

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