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Benchmarks
Granger Causal Discovery on Lorenz (40, 1000, 20)
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93.9
AUROC
CausalMoE
53.756
64.178
74.6
85.022
Jun 11, 2026
AUROC
AUPRC
F1 Score
SHD
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
F1 Score
SHD
CausalMoE
2026.06
93.9
94.7
94.2
25
JRNGC
2026.06
91.3
90.5
90.9
31
CUTS
2026.06
82.8
82.4
77.2
78
CR-VAE
2026.06
73.9
80.6
76.2
93
KANGCI
2026.06
72.2
76.2
76.1
152
NGC
2026.06
71
69.3
75.7
91
GC
2026.06
55.7
55.4
56.8
168
PCMCI
2026.06
55.3
54.8
57.3
171
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