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Benchmarks
Local Causal Discovery on Linear Gaussian 600 nodes
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4.39
Number of CI Tests (x10^3)
MB-by-MB+
-3.7048
50.9351
105.575
160.2149
Oct 16, 2025
Number of CI Tests (x10^3)
Computation Time (s)
Oset F1 Score
Intervention Distance
Updated 18d ago
Evaluation Results
Method
Method
Links
Number of CI Tests (x10^3)
Computation Time (s)
Oset F1 Score
Intervention Distance
MB-by-MB+
Sample size (nD)=10000...
2025.10
4.39
0.93
0
0.094
LDP+
Sample size (nD)=10000...
2025.10
5.64
9.29
0
0.029
LOAD
Sample size (nD)=10000...
2025.10
6.1
1.38
94
0.004
LDECC+
Sample size (nD)=10000...
2025.10
109.95
54.63
0
0.189
SNAP(∞)
Sample size (nD)=10000...
2025.10
179.7
43.38
3
0.479
PC
Sample size (nD)=10000...
2025.10
206.76
40.85
69
0.078
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