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MSU

Benchmarks

Task NameDataset NameSOTA ResultTrend
Causal DiscoveryMSU linear synthetic
Dtop3.22
17
Causal order recoveryMSU non-linear synthetic
D_top1.33
9
Estimating causal ordersMSU linear synthetic standard
SHD2
9
Causal Order EstimationMSU non-linear synthetic
SHD2.5
9
Total Effect EstimationMSU
Epsilon ATE0.19
8
Causal DiscoveryMSU linear synthetic data
SHD2
8
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