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post-non-linear

Benchmarks

Task NameDataset NameSOTA ResultTrend
DAG structure recoverypost-non-linear d=100 1
SHD52.4
7
DAG structure recoverypost-non-linear-1 d=20
SHD7.3
7
DAG structure recoverypost-non-linear-1 d=10
SHD5.6
7
DAG Structure Recoverypost-non-linear-2 d=100 5000 samples
SHD47.2
7
DAG Structure Recoverypost-non-linear-2 d=50 5000 samples
SHD18.6
7
DAG Structure Recoverypost-non-linear-2 d=20 5000 samples
SHD5.7
7
DAG Structure Recoverypost-non-linear-2 d=10 5000 samples
SHD2.9
7
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