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Benchmarks
Local Causal Discovery on Linear Gaussian 400 nodes
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2.75
Number of CI tests (x10^3)
MB-by-MB+
-0.9808
24.2021
49.385
74.5679
Oct 16, 2025
Number of CI tests (x10^3)
Computation Time (s)
F1 (Oset)
Intervention Distance
Updated 18d ago
Evaluation Results
Method
Method
Links
Number of CI tests (x10^3)
Computation Time (s)
F1 (Oset)
Intervention Distance
MB-by-MB+
Sample size (nD)=10000...
2025.10
2.75
0.65
0
0.12
LDP+
Sample size (nD)=10000...
2025.10
3.56
3.22
0
0.037
LOAD
Sample size (nD)=10000...
2025.10
3.77
0.76
98
0.004
LDECC+
Sample size (nD)=10000...
2025.10
61.89
24.23
0
0.202
SNAP(∞)
Sample size (nD)=10000...
2025.10
79.81
18.16
16
0.365
MARVEL
Sample size (nD)=10000...
2025.10
87.64
77.41
81
0.036
PC
Sample size (nD)=10000...
2025.10
96.02
18.66
85
0.053
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