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Benchmarks
Time Series Causal Discovery on CausalTime pm25 (N = 36)
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75.8
AUROC
SVAR-FM-DAG
47.512
54.856
62.2
69.544
May 11, 2026
AUROC
F1 Score
Updated 22d ago
Evaluation Results
Method
Method
Links
AUROC
F1 Score
SVAR-FM-DAG
Data availability=Obse...
2026.05
75.8
49
SVAR-FM-DAG+FM+CA
Data availability=With...
2026.05
74.6
47.2
PCMCI
Data availability=Obse...
2026.05
70.4
49.6
VARLiNGAM
Data availability=Obse...
2026.05
50
0
IGSP+VAR
Data availability=With...
2026.05
49.4
21.3
UT-IGSP+VAR
Data availability=With...
2026.05
49.2
20.6
Granger
Data availability=Obse...
2026.05
48.6
23.2
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