Random Field Reconstruction on Random Field Model Example 3 Eq. (29) (test)
0.018Avg Relative Error (mean)CVAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CVAEDimension of x and y=12026.06 | 0.018 | 0.9363 | |
| CVAE (RBF)Dimension of x and y=12026.06 | 0.0185 | 0.9212 | |
| CVAEDimension of x and y=22026.06 | 0.0339 | 0.8998 | |
| CVAE (RBF)Dimension of x and y=22026.06 | 0.0346 | 0.8776 | |
| hierarchical RBF-SKANDimension of x and y=12026.06 | 0.0449 | 0.2798 | |
| CVAEDimension of x and y=32026.06 | 0.0456 | 0.9179 | |
| CNF (GELU)Dimension of x and y=12026.06 | 0.0456 | 0.3063 | |
| CVAE (RBF)Dimension of x and y=32026.06 | 0.047 | 0.9355 | |
| hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=12026.06 | 0.0474 | 0.2767 | |
| CNF (RBF)Dimension of x and y=12026.06 | 0.0479 | 0.2815 | |
| CVAE (RBF)Dimension of x and y=42026.06 | 0.0586 | 0.92 | |
| CVAEDimension of x and y=42026.06 | 0.0611 | 0.9176 | |
| CVAE (RBF)Dimension of x and y=52026.06 | 0.0664 | 0.7858 | |
| CVAEDimension of x and y=52026.06 | 0.0666 | 0.7921 | |
| CNF (GELU)Dimension of x and y=22026.06 | 0.074 | 0.2985 | |
| hierarchical RBF-SKANDimension of x and y=22026.06 | 0.0771 | 0.2836 | |
| hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=22026.06 | 0.0776 | 0.2524 | |
| CNF (RBF)Dimension of x and y=22026.06 | 0.0797 | 0.2854 | |
| CNF (GELU)Dimension of x and y=32026.06 | 0.1299 | 0.3089 | |
| CNF (RBF)Dimension of x and y=32026.06 | 0.1303 | 0.3261 | |
| hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=32026.06 | 0.133 | 0.269 | |
| hierarchical RBF-SKANDimension of x and y=32026.06 | 0.1356 | 0.2841 | |
| hierarchical RBF-SKANDimension of x and y=42026.06 | 0.1392 | 0.2488 | |
| hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=42026.06 | 0.14 | 0.238 | |
| CNF (RBF)Dimension of x and y=42026.06 | 0.1498 | 0.3369 | |
| CNF (GELU)Dimension of x and y=42026.06 | 0.1515 | 0.3316 | |
| hierarchical RBF-SKANDimension of x and y=52026.06 | 0.183 | 0.2916 | |
| hierarchical RBF-SKAN (deterministic scales)Dimension of x and y=52026.06 | 0.1858 | 0.3535 | |
| CNF (GELU)Dimension of x and y=52026.06 | 0.1877 | 0.3573 | |
| CNF (RBF)Dimension of x and y=52026.06 | 0.1919 | 0.3688 |