| Function F2(xi) | Jacobi-rKAN | MSE0 | | 49 | 1mo ago |
| Two-dimensional function Equation 34 | TP-ResNet | L_inf Error0 | | 40 | 1mo ago |
| Bratley Sum D=250 | DeepPCE | Relative MSE0.0008 | | 40 | 3mo ago |
| Bratley Sum D=100 | DeepPCE | Relative MSE0.0002 | | 40 | 3mo ago |
| F3(ξ) | Padé[K/3]-rKAN | MSE0 | | 33 | 4mo ago |
| Bratley Sum D=500 | DeepPCE | Relative MSE0.0016 | | 30 | 3mo ago |
| Dimension 1 | hierarchical Tanh-KAN | Runtime15 | | 27 | 1mo ago |
| Bratley Sum D=750 | DeepPCE | Relative MSE0.001 | | 20 | 3mo ago |
| Oscillatory Function Equation 23 (test) | spline KAN | Error (d=1)0.0002 | | 14 | 1mo ago |
| Function Approximation [np, 6, 1] | WavKAN | Time (sec/iter)0.0054 | | 14 | 4mo ago |
| ModP (x, 4) over [0, 29] | BitStack | MAE0 | | 12 | 4mo ago |
| multi-sqrt | SincKAN | RMSE0.0002 | | 10 | 2mo ago |
| sin high | SincKAN | RMSE0.0394 | | 10 | 2mo ago |
| Bratley Sum D=2000 | DeepPCE | Relative MSE4.012 | | 10 | 3mo ago |
| Bratley Sum D=1000 | DeepPCE | Relative MSE0.0016 | | 10 | 3mo ago |
| 1D multiscale function | MscaleDNN | L(θ) Error2.86 | | 8 | 1mo ago |
| f4 | | Relative L2 Error1.07 | | 7 | 2mo ago |
| f3 function | | Relative L2 Error1.37 | | 7 | 2mo ago |
| f2 function | | Rel. L2 Error0.0122 | | 7 | 2mo ago |
| f1 function | | Relative L2 Error3.04 | | 7 | 2mo ago |
| Negative Entropy (test) | | Tsolve (s)0 | | 7 | 4mo ago |
| Negative Logarithm (Neg. Log) (test) | | Solve Time (s)0 | | 7 | 4mo ago |
| Eq. (23) Dimension 2 | hierarchical RBF-KAN | Runtime40.3 | | 6 | 1mo ago |
| Besov space B^s_{q,r}([0, 1]^d) | Yarotsky and Zhevnerchuk | Approximation Error2 | | 6 | 1mo ago |
| Functions on low-dimensional manifolds | Gurevych et al. | Depth1 | | 6 | 2mo ago |
