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Benchmarks
Causal Discovery on Synthetic Log-linear Data (p=10, d=1, n=500)
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1
SHD
H-MRS
0.48
3.99
7.5
11.01
Apr 10, 2026
SHD
Precision
Recall
F1 Score
Updated 6d ago
Evaluation Results
Method
Method
Links
SHD
Precision
Recall
F1 Score
H-MRS
p=10, d=1, n=500
2026.04
1
100
66.7
80
PC
p=10, d=1, n=500, impl...
2026.04
5
37.5
100
54.5
DirectLiNGAM
p=10, d=1, n=500
2026.04
5
71.4
62.5
66.7
GES
p=10, d=1, n=500, impl...
2026.04
14
14.3
66.7
23.5
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