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Benchmarks
Causal Discovery on Linear non-Gaussian latent chain n = 500
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9
Number of Directed Edges
RCD
2.76
4.38
6
7.62
Jun 17, 2026
Number of Directed Edges
Number of NaN Pairs
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Number of Directed Edges
Number of NaN Pairs
Precision
Recall
F1 Score
RCD
d=10
2026.06
9
2
88.9
88.9
88.9
RCD
d=8
2026.06
7
4
71.4
71.4
71.4
RCD
d=9
2026.06
7
2
100
87.5
93.3
RCD
d=7
2026.06
6
2
83.3
83.3
83.3
CAM-UV
d=9
2026.06
5
0
80
50
61.5
CAM-UV
d=10
2026.06
5
0
80
44.4
57.1
CAM-UV
d=8
2026.06
4
0
75
42.9
54.5
CAM-UV
d=7
2026.06
3
0
100
50
66.7
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