Function fitting on Feynman
1LossGlorot
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GlorotFunction=I.30.3, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1 | 2.92 | |
| GlorotFunction=II.11.27, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1 | 3.76 | |
| GlorotFunction=III.10.19, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1 | 9.89 | |
| BaselineFunction=I.26.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.01 | 1.1 | |
| BaselineFunction=I.6.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.09 | 1.51 | |
| Power-LawFunction=I.16.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 1.09 | 1.48 | |
| GlorotFunction=II.11.7, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.1 | 1.01 | |
| BaselineFunction=I.30.3, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.18 | 7.72 | |
| GlorotFunction=I.29.16, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.2 | 6.28 | |
| BaselineFunction=I.6.2b, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.36 | 1.64 | |
| Power-LawFunction=I.40.1, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 1.41 | 6.17 | |
| BaselineFunction=III.17.37, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.45 | 9.1 | |
| BaselineFunction=II.2.42, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.52 | 6.86 | |
| GlorotFunction=I.18.4, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.53 | 1 | |
| Power-LawFunction=II.11.27, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 1.54 | 1.95 | |
| BaselineFunction=I.16.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.63 | 6.31 | |
| BaselineFunction=I.12.11, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.64 | 3.77 | |
| Power-LawFunction=I.26.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 1.72 | 1.25 | |
| BaselineFunction=II.11.7, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.75 | 9.78 | |
| Power-LawFunction=II.11.7, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 1.8 | 3 | |
| BaselineFunction=III.10.19, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.81 | 2.74 | |
| GlorotFunction=I.27.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.85 | 1 | |
| BaselineFunction=II.36.38, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 1.93 | 9.48 | |
| GlorotFunction=I.50.26, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2 | 1.5 | |
| GlorotFunction=II.6.15a, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2 | 5.47 | |
| BaselineFunction=I.29.16, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2.01 | 4.45 | |
| BaselineFunction=I.50.26, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2.03 | 4.38 | |
| Power-LawFunction=I.29.16, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 2.06 | 2.57 | |
| Power-LawFunction=I.12.11, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 2.16 | 1.66 | |
| Power-LawFunction=I.30.3, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 2.17 | 4.17 | |
| Power-LawFunction=I.6.2b, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 2.18 | 4.59 | |
| BaselineFunction=I.40.1, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2.26 | 6.7 | |
| Power-LawFunction=I.13.12, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 2.53 | 5.49 | |
| BaselineFunction=I.18.4, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2.67 | 1 | |
| BaselineFunction=I.13.12, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2.7 | 3.08 | |
| GlorotFunction=I.13.12, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 2.81 | 1.11 | |
| Power-LawFunction=II.35.18, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 2.95 | 7.77 | |
| GlorotFunction=I.12.11, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 3 | 1.47 | |
| Power-LawFunction=II.36.38, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 3.05 | 4.92 | |
| BaselineFunction=I.27.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 3.33 | 1 | |
| Power-LawFunction=I.50.26, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 3.7 | 2.25 | |
| GlorotFunction=II.2.42, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 4 | 2.62 | |
| Power-LawFunction=I.18.4, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 4.15 | 1 | |
| GlorotFunction=I.6.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 4.8 | 4.19 | |
| GlorotFunction=III.17.37, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 4.9 | 1.31 | |
| GlorotFunction=I.40.1, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 5 | 3.39 | |
| Power-LawFunction=I.6.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 5.2 | 3.85 | |
| GlorotFunction=I.16.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 6 | 1.63 | |
| GlorotFunction=II.35.18, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 6 | 1.18 | |
| Power-LawFunction=III.17.37, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 6.45 | 5.14 | |
| BaselineFunction=II.6.15a, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 6.6 | 7.6 | |
| GlorotFunction=I.26.2, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 7 | 8.98 | |
| BaselineFunction=II.35.18, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 7.4 | 1.19 | |
| GlorotFunction=I.6.2b, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 7.6 | 5.8 | |
| GlorotFunction=II.36.38, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 8 | 1.11 | |
| Power-LawFunction=II.6.15a, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 8.13 | 4.4 | |
| Power-LawFunction=II.2.42, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 8.54 | 4.98 | |
| BaselineFunction=II.11.27, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each2025.09 | 8.8 | 1.04 | |
| Power-LawFunction=I.27.6, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 8.93 | 1 | |
| Power-LawFunction=III.10.19, Grid size (G)=20, Architecture=three hidden layers with 32 neurons each, alpha=0.25, beta=1.752025.09 | 9.87 | 8.7 |