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Benchmarks
Causal Discovery on AirQuality real-world
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45
F1 Score
PLaCy
24.2
29.6
35
40.4
Jul 16, 2025
F1 Score
TNR (Specificity)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
TNR (Specificity)
PLaCy
Algorithm=PLaCy
2025.07
45
66
Rhino
Algorithm=Rhino
2025.07
44
23
DTF
Algorithm=DTF
2025.07
43
36
Granger
Algorithm=Granger
2025.07
41
22
CCM
Algorithm=CCM
2025.07
40
4
GewekeNP
Algorithm=GewekeNP
2025.07
40
13
BCGeweke
Algorithm=BCGeweke
2025.07
39
16
DYNO.
Algorithm=DYNO.
2025.07
37
92
PCMCI Omega
Algorithm=PCMCI Omega
2025.07
36
69
PCMCI
Algorithm=PCMCI
2025.07
25
95
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