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Papers Benchmarks Datasets Tasks

MSU dataset and benchmarks · SOTA2 Research

Research Datasets

MSU

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Causal Discovery

MSU linear synthetic

3.22Dtop

17

Causal order recovery

MSU non-linear synthetic

1.33D_top

9

Estimating causal orders

MSU linear synthetic standard

2SHD

9

Causal Order Estimation

MSU non-linear synthetic

2.5SHD

9

Total Effect Estimation

MSU

0.19Epsilon ATE

8

Causal Discovery

MSU linear synthetic data

2SHD

8

Popular tasks

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

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