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Causal structure learning on Synthetic nD=10000, d=2, dmax=10, 1000 nodes
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5.64
CI Test Count
MB-by-MB+
-16.802
134.6815
286.165
437.6485
Oct 16, 2025
CI Test Count
Computation Time
F1 Score (Oset)
Intervention Distance
Updated 17d ago
Evaluation Results
Method
Method
Links
CI Test Count
Computation Time
F1 Score (Oset)
Intervention Distance
MB-by-MB+
CI Test Type=d-separation
2025.10
5.64
8.13
0
0.031
LDP+
CI Test Type=d-separation
2025.10
7.45
91.1
0
0.01
LOAD
CI Test Type=d-separation
2025.10
7.63
12.31
100
0.003
SNAP(∞)
CI Test Type=d-separation
2025.10
499.67
1,514.65
100
0.003
PC
CI Test Type=d-separation
2025.10
542.52
1,334.79
100
0.003
LDECC+
CI Test Type=d-separation
2025.10
566.69
1,120.81
0
0.031
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