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Benchmarks
Causal Discovery on Tigramite S2 Non-Linear Gaussian
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84
F1 Score
SVAR-FM
28.88
43.19
57.5
71.81
May 11, 2026
F1 Score
Updated 22d ago
Evaluation Results
Method
Method
Links
F1 Score
SVAR-FM
Method Category=Interv...
2026.05
84
SVAR-FM-CF
Method Category=Interv...
2026.05
74
Granger
Method Category=Observ...
2026.05
66.7
IGSP
Method Category=Interv...
2026.05
61.3
VARLiNGAM
Method Category=Observ...
2026.05
56.7
UT-IGSP
Method Category=Interv...
2026.05
55.7
PCMCI
Method Category=Observ...
2026.05
38.1
PCMCI+
Method Category=Observ...
2026.05
31
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