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Benchmarks
PDE Identification on 2D Heat (test)
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100
F1 Score
WF-LASSO
37.6
53.8
70
86.2
May 12, 2026
F1 Score
Updated 21d ago
Evaluation Results
Method
Method
Links
F1 Score
WF-LASSO
Noise=0%, Seeds=5, Gri...
2026.05
100
PySINDy
Noise=0%, Seeds=5, Gri...
2026.05
100
WF-LASSO
Noise=5%, Seeds=5, Gri...
2026.05
100
PySINDy
Noise=5%, Seeds=5, Gri...
2026.05
100
WF-LASSO
Noise=10%, Seeds=5, Gr...
2026.05
83.3
PySINDy
Noise=10%, Seeds=5, Gr...
2026.05
83.3
EqOD
Noise=0%, Seeds=5, Gri...
2026.05
70
EqOD
Noise=5%, Seeds=5, Gri...
2026.05
70
EqOD
Noise=10%, Seeds=5, Gr...
2026.05
40
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