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Papers Benchmarks Datasets Tasks

Linear Design dataset and benchmarks · SOTA2 Research

Research Datasets

Linear Design

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Conditional Average Treatment Effect Estimation

Linear design N1=500

0.07sqrt(PEHE)

21

CATE Estimation

Linear Design N0=500

98Coverage

3

CATE Estimation

Linear Design N0=100

99Coverage

3

CATE Estimation

Linear Design N0=30

97Coverage

3

Popular tasks

CATE estimation Conditional Average Treatment Effect estimation

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