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Benchmarks
Causal Discovery on Tigramite S3 Linear Non-Gaussian
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100
F1 Score
VARLiNGAM
49.352
62.501
75.65
88.799
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
72.1
Granger
Method Category=Observ...
2026.05
71.1
PCMCI+
Method Category=Observ...
2026.05
57.1
IGSP
Method Category=Interv...
2026.05
57
UT-IGSP
Method Category=Interv...
2026.05
54
PCMCI
Method Category=Observ...
2026.05
51.3
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