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Benchmarks
Local Causal Discovery on Linear Gaussian 1000 nodes
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8.2
CI Tests (x10^3)
MB-by-MB+
-13.6908
134.0721
281.835
429.5979
Oct 16, 2025
CI Tests (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
Updated 18d ago
Evaluation Results
Method
Method
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CI Tests (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
MB-by-MB+
Sample size (nD)=10000...
2025.10
8.2
1.91
0
0.113
LDP+
Sample size (nD)=10000...
2025.10
10.23
43.69
0
0.041
LOAD
Sample size (nD)=10000...
2025.10
11.15
2.52
96
0.005
SNAP(∞)
Sample size (nD)=10000...
2025.10
499.5
137.85
0
0.586
PC
Sample size (nD)=10000...
2025.10
555.47
117.75
66
0.131
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