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Benchmarks
Causal Discovery on Rivers real-world
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51
F1 Score
PLaCy
8.36
19.43
30.5
41.57
Jul 16, 2025
F1 Score
TNR (Specificity)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
TNR (Specificity)
PLaCy
Algorithm=PLaCy
2025.07
51
75
Granger
Algorithm=Granger
2025.07
47
64
PCMCI
Algorithm=PCMCI
2025.07
47
74
BCGeweke
Algorithm=BCGeweke
2025.07
41
61
DTF
Algorithm=DTF
2025.07
36
42
Rhino
Algorithm=Rhino
2025.07
29
35
CCM
Algorithm=CCM
2025.07
28
19
GewekeNP
Algorithm=GewekeNP
2025.07
26
31
RCV
Algorithm=RCV
2025.07
16
51
DYNO.
Algorithm=DYNO.
2025.07
12
53
PCMCI Omega
Algorithm=PCMCI Omega
2025.07
10
57
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