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Benchmarks
Hybrid Modeling (Parameter Estimation and Prediction) on PENDULUM TIME-SERIES (test)
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0.0004
Theta Error
freg
-0.000411
0.004862
0.010135
0.015408
Feb 6, 2026
Theta Error
Y Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Theta Error
Y Error
freg
Regularization=Functional
2026.02
0.0004
0.431
l2reg
Regularization=L2
2026.02
0.0026
0.08
asam
Optimizer=Adaptive SAM
2026.02
0.0034
0.0811
fsam
Optimizer=Fisher SAM
2026.02
0.0037
0.082
sam
Optimizer=Standard SAM
2026.02
0.004
0.0821
erm
Regularization=None
2026.02
0.0199
0.0911
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