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Equation Discovery on FitzHugh-Nagumo (FHN)
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85.7
F1 (u)
WF-LASSO
66.564
71.532
76.5
81.468
May 12, 2026
F1 (u)
F1 (v)
Updated 21d ago
Evaluation Results
Method
Method
Links
F1 (u)
F1 (v)
WF-LASSO
Noise=0%, Number of se...
2026.05
85.7
100
PySINDy
Noise=0%, Number of se...
2026.05
85.7
100
PySINDy
Noise=5%, Number of se...
2026.05
73
55.1
PySINDy
Noise=10%, Number of s...
2026.05
73
51.4
WF-LASSO
Noise=5%, Number of se...
2026.05
71.7
81
EqOD
Noise=10%, Number of s...
2026.05
70
50
EqOD
Noise=0%, Number of se...
2026.05
68.3
50
EqOD
Noise=5%, Number of se...
2026.05
68.3
50
WF-LASSO
Noise=10%, Number of s...
2026.05
67.3
78.1
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