Function Fitting on Holography Dataset (test)
0.016Test MSECVKAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CVKANArchitecture=3x10x5x3x1, Np=12972, Grid Type=Full Grid, Ng=82026.02 | 0.016 | 0.066 | |
| CVKANArchitecture=3x10x3x1, Np=8342, Grid Type=Full Grid, Ng=82026.02 | 0.021 | 0.09 | |
| ClKANArchitecture=3x10x5x3x1, Np=12972, Grid Type=Full Grid, Ng=82026.02 | 0.025 | 0.069 | |
| ClKANArchitecture=3x10x5x3x1, Np=12972, Grid Type=Sobol Grid, Ng=82026.02 | 0.028 | 0.079 | |
| ClKANArchitecture=3x10x5x3x1, Np=10032, Grid Type=Sobol Grid, Ng=72026.02 | 0.029 | 0.081 | |
| ClKANArchitecture=3x10x3x1, Np=8342, Grid Type=Full Grid, Ng=82026.02 | 0.03 | 0.092 | |
| ClKANArchitecture=3x10x3x1, Np=8342, Grid Type=Sobol Grid, Ng=82026.02 | 0.036 | 0.111 | |
| ClKANArchitecture=3x10x5x3x1, Np=7484, Grid Type=Sobol Grid, Ng=62026.02 | 0.041 | 0.1 | |
| ClKANArchitecture=3x10x3x1, Np=6452, Grid Type=Sobol Grid, Ng=72026.02 | 0.043 | 0.117 | |
| ClKANArchitecture=3x10x5x3x1, Np=5328, Grid Type=Sobol Grid, Ng=52026.02 | 0.059 | 0.123 | |
| ClKANArchitecture=3x10x3x1, Np=4814, Grid Type=Sobol Grid, Ng=62026.02 | 0.07 | 0.154 | |
| ClKANArchitecture=3x10x5x3x1, Np=3564, Grid Type=Sobol Grid, Ng=42026.02 | 0.093 | 0.179 | |
| ClKANArchitecture=3x10x3x1, Np=3428, Grid Type=Sobol Grid, Ng=52026.02 | 0.101 | 0.192 | |
| ClKANArchitecture=3x10x5x3x1, Np=2192, Grid Type=Sobol Grid, Ng=32026.02 | 0.272 | 0.358 | |
| ClKANArchitecture=3x10x3x1, Np=2294, Grid Type=Sobol Grid, Ng=42026.02 | 0.275 | 0.348 | |
| ClKANArchitecture=3x10x3x1, Np=1412, Grid Type=Sobol Grid, Ng=32026.02 | 0.713 | 0.602 | |
| ClKANArchitecture=3x10x5x3x1, Np=1212, Grid Type=Sobol Grid, Ng=22026.02 | 1.891 | 0.952 | |
| ClKANArchitecture=3x10x3x1, Np=782, Grid Type=Sobol Grid, Ng=22026.02 | 2.799 | 1.211 |