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Benchmarks
Hybrid Modeling (Parameter Estimation and Prediction) on REACTION-DIFFUSION (test)
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0.0001
Theta Error
l2reg
0.000038
0.000269
0.000499
0.00073
Feb 6, 2026
Theta Error
Y Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Theta Error
Y Error
l2reg
Regularization=L2
2026.02
0.0001
1.11
freg
Regularization=Functional
2026.02
0.0001
1.11
sam
Optimizer=Standard SAM
2026.02
0.0003
1.19
fsam
Optimizer=Fisher SAM
2026.02
0.0003
1.19
asam
Optimizer=Adaptive SAM
2026.02
0.0004
1.25
erm
Regularization=None
2026.02
0.0009
1.11
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