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Benchmarks
Time Series Causal Discovery on CausalTime medical (N = 20)
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57.5
AUROC
SVAR-FM-DAG
46.476
49.338
52.2
55.062
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
57.5
37.4
SVAR-FM-DAG+FM+CA
Data availability=With...
2026.05
56.1
34.9
Granger
Data availability=Obse...
2026.05
50.3
26.4
VARLiNGAM
Data availability=Obse...
2026.05
50
0
IGSP+VAR
Data availability=With...
2026.05
49.4
23.6
UT-IGSP+VAR
Data availability=With...
2026.05
49.1
22.7
PCMCI
Data availability=Obse...
2026.05
46.9
22.4
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