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Benchmarks
DAG Learning on Synthetic log-linear complex structures p=10, d=2
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2
SHD
H-MRS
1.56
4.53
7.5
10.47
Apr 10, 2026
SHD
Precision
Recall
F1 Score
Updated 6d ago
Evaluation Results
Method
Method
Links
SHD
Precision
Recall
F1 Score
H-MRS
number of nodes (p)=10...
2026.04
2
100
81.8
90
GES
number of nodes (p)=10...
2026.04
12
60
54.5
57.1
PC
number of nodes (p)=10...
2026.04
13
45
81.8
58.1
DirectLiNGAM
number of nodes (p)=10...
2026.04
13
25
42.9
31.6
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