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ResearchFormerly WizWand

Function fitting on Feynman

1LossGlorot
0.64523.04015.4357.8299Sep 3, 2025
Updated 7mo ago

Evaluation results

MethodLinks
GlorotFunction=I.30.3, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0912.92
GlorotFunction=II.11.27, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0913.76
GlorotFunction=III.10.19, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0919.89
BaselineFunction=I.26.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.011.1
BaselineFunction=I.6.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.091.51
Power-LawFunction=I.16.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.091.091.48
GlorotFunction=II.11.7, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.11.01
BaselineFunction=I.30.3, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.187.72
GlorotFunction=I.29.16, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.26.28
BaselineFunction=I.6.2b, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.361.64
Power-LawFunction=I.40.1, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.091.416.17
BaselineFunction=III.17.37, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.459.1
BaselineFunction=II.2.42, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.526.86
GlorotFunction=I.18.4, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.531
Power-LawFunction=II.11.27, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.091.541.95
BaselineFunction=I.16.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.636.31
BaselineFunction=I.12.11, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.643.77
Power-LawFunction=I.26.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.091.721.25
BaselineFunction=II.11.7, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.759.78
Power-LawFunction=II.11.7, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.091.83
BaselineFunction=III.10.19, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.812.74
GlorotFunction=I.27.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.851
BaselineFunction=II.36.38, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.091.939.48
GlorotFunction=I.50.26, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0921.5
GlorotFunction=II.6.15a, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0925.47
BaselineFunction=I.29.16, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.092.014.45
BaselineFunction=I.50.26, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.092.034.38
Power-LawFunction=I.29.16, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.092.062.57
Power-LawFunction=I.12.11, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.092.161.66
Power-LawFunction=I.30.3, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.092.174.17
Power-LawFunction=I.6.2b, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.092.184.59
BaselineFunction=I.40.1, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.092.266.7
Power-LawFunction=I.13.12, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.092.535.49
BaselineFunction=I.18.4, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.092.671
BaselineFunction=I.13.12, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.092.73.08
GlorotFunction=I.13.12, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.092.811.11
Power-LawFunction=II.35.18, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.092.957.77
GlorotFunction=I.12.11, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0931.47
Power-LawFunction=II.36.38, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.093.054.92
BaselineFunction=I.27.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.093.331
Power-LawFunction=I.50.26, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.093.72.25
GlorotFunction=II.2.42, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0942.62
Power-LawFunction=I.18.4, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.094.151
GlorotFunction=I.6.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.094.84.19
GlorotFunction=III.17.37, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.094.91.31
GlorotFunction=I.40.1, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0953.39
Power-LawFunction=I.6.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.095.23.85
GlorotFunction=I.16.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0961.63
GlorotFunction=II.35.18, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0961.18
Power-LawFunction=III.17.37, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.096.455.14
BaselineFunction=II.6.15a, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.096.67.6
GlorotFunction=I.26.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0978.98
BaselineFunction=II.35.18, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.097.41.19
GlorotFunction=I.6.2b, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.097.65.8
GlorotFunction=II.36.38, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.0981.11
Power-LawFunction=II.6.15a, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.098.134.4
Power-LawFunction=II.2.42, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.098.544.98
BaselineFunction=II.11.27, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.098.81.04
Power-LawFunction=I.27.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.098.931
Power-LawFunction=III.10.19, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.099.878.7