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Local Causal Discovery on Linear Gaussian 100 nodes
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750
CI Test Count (x10^3)
MB-by-MB+
448.8
2,481.9
4,515
6,548.1
Oct 16, 2025
CI Test Count (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
Updated 18d ago
Evaluation Results
Method
Method
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CI Test Count (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
MB-by-MB+
Sample size (nD)=10000...
2025.10
750
0.14
0
0.092
LOAD
Sample size (nD)=10000...
2025.10
950
0.18
97
0.01
LDP+
Sample size (nD)=10000...
2025.10
960
0.24
0
0.037
LDECC+
Sample size (nD)=10000...
2025.10
4,930
1.21
0
0.181
SNAP(∞)
Sample size (nD)=10000...
2025.10
5,010
1.02
56
0.111
MARVEL
Sample size (nD)=10000...
2025.10
5,650
1.25
91
0.032
PC
Sample size (nD)=10000...
2025.10
8,280
1.54
74
0.152
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