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Benchmarks
PDE Identification on NLS (Nonlinear Schrödinger) (test)
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100
F1 (p)
EqOD
55.384
66.967
78.55
90.133
May 12, 2026
F1 (p)
F1 (q)
Updated 2mo ago
Evaluation Results
Method
Method
Links
F1 (p)
F1 (q)
EqOD
Noise=0%
2026.05
100
100
EqOD
Noise=5%
2026.05
100
100
EqOD
Noise=10%
2026.05
100
100
WF-LASSO
Noise=0%
2026.05
100
100
WF-LASSO
Noise=5%
2026.05
100
100
WF-LASSO
Noise=10%
2026.05
89.3
100
PySINDy
Noise=0%
2026.05
57.1
57.1
PySINDy
Noise=5%
2026.05
57.1
57.1
PySINDy
Noise=10%
2026.05
57.1
57.1
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