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Benchmarks
Local Causal Discovery on Linear Gaussian 800 nodes
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6.53
CI Tests (x10^3)
MB-by-MB+
-7.5944
87.7453
183.085
278.4247
Oct 16, 2025
CI Tests (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
Updated 18d ago
Evaluation Results
Method
Method
Links
CI Tests (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
MB-by-MB+
Sample size (nD)=10000...
2025.10
6.53
1.46
0
0.086
LDP+
Sample size (nD)=10000...
2025.10
8.11
22.78
0
0.029
LOAD
Sample size (nD)=10000...
2025.10
8.77
1.9
95
0.005
LDECC+
Sample size (nD)=10000...
2025.10
233.69
134.3
0
0.132
SNAP(∞)
Sample size (nD)=10000...
2025.10
319.6
82.6
0
0.594
PC
Sample size (nD)=10000...
2025.10
359.64
72.8
60
0.099
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