Function Approximation on Function Approximation [np, 6, 1]
0.0054Time (sec/iter)WavKAN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| WavKANBasis=DoG, Parameters=-2026.02 | 0.0054 | — | — | — | — | |
| HRKANBasis=ReLUn, Parameters=k = 2, G = 15, n = 32026.02 | 0.0061 | — | — | — | — | |
| FE-ReLUKANBasis=ReLU, Parameters=k = 2, G = 152026.02 | 0.0093 | — | — | — | — | |
| ReLUKANBasis=ReLU, Parameters=k = 2, G = 152026.02 | 0.0108 | — | — | — | — | |
| FE-WavKANBasis=DoG, Parameters=-2026.02 | 0.0144 | — | — | — | — | |
| FE-HRKANBasis=ReLUn, Parameters=k = 2, G = 15, n = 32026.02 | 0.0243 | — | — | — | — | |
| ChebyKANBasis=Chebyshev, Parameters=k = 42026.02 | 0.0264 | — | — | — | — | |
| FE-ChebyKANBasis=Chebyshev, Parameters=k = 42026.02 | 0.0264 | — | — | — | — | |
| FastKANBasis=RBF, Parameters=Nf = 502026.02 | 0.0305 | — | — | — | — | |
| FE-FastKANBasis=RBF, Parameters=Nf = 502026.02 | 0.0335 | — | — | — | — | |
| KANBasis=Fourier, Parameters=N = 502026.02 | 0.0345 | — | — | — | — | |
| FEKANBasis=Fourier, Parameters=N = 502026.02 | 0.0366 | — | — | — | — | |
| KANBasis=Spline, Parameters=k = 2, G = 152026.02 | 0.0514 | — | — | — | — | |
| FEKANBasis=Spline, Parameters=k = 2, G = 152026.02 | 0.0517 | — | — | — | — |