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Benchmarks
Causal Discovery on Tigramite S1 Linear Gaussian
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100
F1 Score
VARLiNGAM
43.84
58.42
73
87.58
May 11, 2026
F1 Score
Updated 22d ago
Evaluation Results
Method
Method
Links
F1 Score
VARLiNGAM
Method Category=Observ...
2026.05
100
SVAR-FM
Method Category=Interv...
2026.05
100
SVAR-FM-CF
Method Category=Interv...
2026.05
74.8
Granger
Method Category=Observ...
2026.05
69.7
IGSP
Method Category=Interv...
2026.05
64
PCMCI+
Method Category=Observ...
2026.05
57.1
PCMCI
Method Category=Observ...
2026.05
55
UT-IGSP
Method Category=Interv...
2026.05
46
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