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Benchmarks
Causal Discovery on Scale-free Avg Deg 20
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100
Adjacency Precision
BOSS
96.88
97.69
98.5
99.31
Oct 26, 2023
Adjacency Precision
ΔBIC
Edge Recovery
Adjacency Recall
Orientation Precision
Orientation Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Adjacency Precision
ΔBIC
Edge Recovery
Adjacency Recall
Orientation Precision
Orientation Recall
BOSS
Variables=500, BIC λ=4...
2023.10
100
-
-
72
99
72
BOSS
Variables=500, BIC λ=8...
2023.10
100
-
-
57
99
57
BOSS
Variables=1000, BIC λ=...
2023.10
100
-
-
73
100
72
BOSS
Variables=1000, BIC λ=...
2023.10
100
-
-
59
100
58
BOSS
Variables=500, BIC λ=2...
2023.10
98
-
-
80
97
80
BOSS
Variables=1000, BIC λ=...
2023.10
97
-
-
80
97
80
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