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Papers Benchmarks Datasets Tasks

CATE Estimator Selection research benchmarks · SOTA2 Research

CATE Estimator Selection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ACIC2016 Setting C m=0.9

10.05PEHE

16

Feb 26, 2026

ACIC Setting C, m=0.5 2016

6.44PEHE

16

Feb 26, 2026

ACIC Setting C, m=0.1 2016

4.6PEHE

16

Feb 26, 2026

ACIC Setting B, xi=2 2016

9.17PEHE

16

Feb 26, 2026

ACIC Setting B, xi=0 2016

1.99PEHE

16

Feb 26, 2026

ACIC Setting A, p=0.3 2016

5.28PEHE

16

Feb 26, 2026

ACIC Setting A, p=0.1 2016

3.55PEHE

16

Feb 26, 2026

ACIC Setting A, p=0 2016

2.68PEHE

16

Feb 26, 2026

ACIC Setting C, m=0.9 2016 (test)

344,514,591Regret

1

Feb 26, 2026

ACIC Setting C, m=0.5 2016 (test)

621,419,942Regret

1

Feb 26, 2026

ACIC Setting C, m=0.1 2016 (test)

376,816,625Regret

1

Feb 26, 2026

ACIC Setting B, xi=2 2016 (test)

754,922,498Regret

1

Feb 26, 2026

ACIC Setting B, xi=0 2016 (test)

11,355,596Regret

1

Feb 26, 2026

ACIC Setting A, p=0.3 2016 (test)

419,617,049Regret

1

Feb 26, 2026

ACIC Setting A, p=0.1 2016 (test)

651,121,651Regret

1

Feb 26, 2026

ACIC Setting A, p=0 2016 (test)

721,422,745Regret

1

Feb 26, 2026

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