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Benchmarks
Causal Structure Discovery on Barabási–Albert graphs 40 nodes
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105
Structural Hamming Distance
PC
90.1068
190.6359
291.165
391.6941
Mar 23, 2026
Structural Hamming Distance
Execution Time (s)
Updated 26d ago
Evaluation Results
Method
Method
Links
Structural Hamming Distance
Execution Time (s)
PC
m=5, Exp. Neigh. Size=...
2026.03
105
1.7576
PC
m=10, Exp. Neigh. Size...
2026.03
225
1.4815
GAS+
m=5, Exp. Neigh. Size=...
2026.03
283.33
0.0432
GAS+
m=10, Exp. Neigh. Size...
2026.03
289.67
0.0138
GAS+
m=20, Exp. Neigh. Size...
2026.03
294.67
0.015
GAS+
m=15, Exp. Neigh. Size...
2026.03
296.33
0.0192
PC
m=15, Exp. Neigh. Size...
2026.03
297
1.7844
PC
m=20, Exp. Neigh. Size...
2026.03
305
3.3219
GAS
m=5, Exp. Neigh. Size=...
2026.03
380.67
0.0377
GAS
m=10, Exp. Neigh. Size...
2026.03
426
0.0085
GAS
m=20, Exp. Neigh. Size...
2026.03
450
0.0071
GAS
m=15, Exp. Neigh. Size...
2026.03
477.33
0.0074
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