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Papers Benchmarks Datasets Tasks

DAG Structure Recovery research benchmarks · SOTA2 Research

DAG Structure Recovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

non-linear-1 5000 samples

2.6SHD

48

Apr 7, 2026

8SHD

9

Apr 7, 2026

post-non-linear d=100 1

52.4SHD

7

Apr 7, 2026

post-non-linear-1 d=50

25.4SHD

7

Apr 7, 2026

post-non-linear-1 d=20

7.3SHD

7

Apr 7, 2026

post-non-linear-1 d=10

5.6SHD

7

Apr 7, 2026

post-non-linear-2 d=100 5000 samples

47.2SHD

7

Apr 7, 2026

post-non-linear-2 d=50 5000 samples

18.6SHD

7

Apr 7, 2026

post-non-linear-2 d=20 5000 samples

5.7SHD

7

Apr 7, 2026

post-non-linear-2 d=10 5000 samples

2.9SHD

7

Apr 7, 2026

Popular datasets

post-non-linear Sachs non-linear post-non-linear-1

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