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Benchmarks
Hybrid Modeling (Parameter Estimation and Prediction) on PENDULUM IMAGES (test)
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5.04
Theta Error (x10^-2)
fsam
4.7256
6.8478
8.97
11.0922
Feb 6, 2026
Theta Error (x10^-2)
Y Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Theta Error (x10^-2)
Y Error
fsam
Optimizer=Fisher SAM
2026.02
5.04
9.59
asam
Optimizer=Adaptive SAM
2026.02
5.48
9.57
sam
Optimizer=Standard SAM
2026.02
5.83
9.75
freg
Regularization=Functional
2026.02
11.7
8.98
erm
Regularization=None
2026.02
12.2
9.07
l2reg
Regularization=L2
2026.02
12.9
9.13
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