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Benchmarks
Granger Causal Discovery on VAR (40,1000,20)
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95.3
AUROC
CausalMoE
55.676
65.963
76.25
86.537
Jun 11, 2026
AUROC
AUPRC
F1 Score
SHD
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
F1 Score
SHD
CausalMoE
2026.06
95.3
96.2
95.6
8
JRNGC
2026.06
92.2
90.6
93.4
33
CUTS
2026.06
83.2
84.3
81.2
80
KANGCI
2026.06
78.5
81.1
78.6
60
CR-VAE
2026.06
78.3
84.8
80.2
81
NGC
2026.06
65.1
63.9
63.2
84
GC
2026.06
59.3
57.5
70.6
163
PCMCI
2026.06
57.2
58.6
57.5
157
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