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Benchmarks
Local Causal Discovery on Linear Gaussian 200 nodes
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1.37
CI Test Count (x10^3)
MB-by-MB+
0.3384
7.3017
14.265
21.2283
Oct 16, 2025
CI Test Count (x10^3)
Computation Time (s)
Oset F1 Score
Intervention Distance
Updated 18d ago
Evaluation Results
Method
Method
Links
CI Test Count (x10^3)
Computation Time (s)
Oset F1 Score
Intervention Distance
MB-by-MB+
Sample size (nD)=10000...
2025.10
1.37
0.26
0
0.067
LDP+
Sample size (nD)=10000...
2025.10
1.75
0.68
0
0.023
LOAD
Sample size (nD)=10000...
2025.10
1.79
0.35
99
0.003
LDECC+
Sample size (nD)=10000...
2025.10
16.29
4.76
0
0.08
SNAP(∞)
Sample size (nD)=10000...
2025.10
19.93
4.26
31
0.145
MARVEL
Sample size (nD)=10000...
2025.10
21.99
7.97
92
0.014
PC
Sample size (nD)=10000...
2025.10
27.16
5.08
80
0.038
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