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Papers Benchmarks Datasets Tasks

Supermarket dataset and benchmarks · SOTA2 Research

Research Datasets

Supermarket

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Causal Discovery

Supermarket linear synthetic

1.5Dtop

17

Causal order recovery

Supermarket non-linear synthetic

1.56D_top

9

Estimating causal orders

Supermarket linear synthetic standard

8.04SHD

9

Causal Order Estimation

Supermarket non-linear synthetic

11SHD

9

Total Effect Estimation

Supermarket

0.3Epsilon ATE

8

Causal Discovery

Supermarket linear synthetic data

3.47SHD

8

Popular tasks

Causal Discovery Causal Order Estimation Estimating causal orders Total Effect Estimation Causal order recovery

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