fig1
fig2
fig3
fig4
| SN | Component | SHT B -> SHT A | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MCA/CNN | Loss | MAE | MSE | Params (MB) |
TCE (ep) |
Train Time(min) | Test Time(s) | ||||||
| 1 | √ | × | × | × | × | MCA | +BS | 158.7 | 258.7 | 67.49 | 100 | 48.2 | 34 |
| 2 | √ | √ | × | × | × | MCA | +BS | 139.4 | 247.5 | 68.82 | 130 | 57.6 | 26 |
| 3 | √ | √ | √ | × | × | MCA | +BS | 139.9 | 235.0 | 68.86 | 320 | 137.6 | 27 |
| 4 | √ | √ | √ | √ | × | MCA | +BS | 127.9 | 209.4 | 68.86 | 110 | 495 | 26 |
| 5 | √ | √ | √ | √ | √ | CNN | +BS | 133.3 | 255.8 | 68.76 | 320 | 112.0 | 19 |
| 6 | √ | √ | √ | √ | √ | MCA | MSE | 130.3 | 216.0 | 68.86 | 800 | 640.0 | 45 |
| 7 | √ | √ | √ | √ | √ | MCA | +BS | 107.3 | 188.5 | 68.86 | 100 | 84.0 | 32 |
| 8 | FIDTM | 147.6 | 282.2 | 66.58 | 670 | 335.0 | 21 | ||||||