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Benchmarks
Local Causal Discovery on Synthetic Binary Data 1000 nodes, nD=10000, avg_d=2, max_d=10
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4,710
CI Test Count (x10^3)
MB-by-MB+
-16,670.8
127,649.6
271,970
416,290.4
Oct 16, 2025
CI Test Count (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
Updated 18d ago
Evaluation Results
Method
Method
Links
CI Test Count (x10^3)
Computation Time (s)
F1 Score (Oset)
Intervention Distance
MB-by-MB+
CI Test Type=G2
2025.10
4,710
20.66
0
3.5
LOAD
CI Test Type=G2
2025.10
6,100
24.64
6
3.6
LDP+
CI Test Type=G2
2025.10
6,230
104.63
0
3.6
SNAP(∞)
CI Test Type=G2
2025.10
499,500
382.6
0
5.4
PC
CI Test Type=G2
2025.10
539,230
378.14
19
2.1
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