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Causal Discovery on Lorenz-96 with noisy observations (sigma = 0.1)
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89.4
F1 Score
GRACE
70.992
75.771
80.55
85.329
Jun 22, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
GRACE
N=100, T=2000
2026.06
89.4
GRACE
N=100, T=1000
2026.06
87.5
GRACE
N=50, T=2000
2026.06
87.4
GRACE
N=100, T=500
2026.06
84
GRACE
N=50, T=1000
2026.06
82.8
GRACE
N=50, T=500
2026.06
76.4
CDNOTS
N=50, T=2000
2026.06
76
CDNOTS
N=50, T=500
2026.06
75.7
CDNOTS
N=50, T=1000
2026.06
74.8
CDNOTS
N=100, T=500
2026.06
72.4
CDNOTS
N=100, T=2000
2026.06
72.3
CDNOTS
N=100, T=1000
2026.06
71.7
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