Table 4 Average accuracy (%) with different operating conditions
Model | Stable condition | Variable condition | Decrease |
|---|---|---|---|
CNN | 92.11 \(\pm\) 2.19 | 65.69 \(\pm\) 4.21 | 26.43 |
WCNN | 94.74 \(\pm\) 1.42 | 65.97 \(\pm\) 6.72 | 28.77 |
MKCNN | 93.88 \(\pm\) 0.34 | 67.33 \(\pm\) 2.29 | 26.55 |
WaveletNet-L | 93.34 \(\pm\) 1.39 | 65.72 \(\pm\) 6.08 | 27.62 |
WaveletNet-m | 87.82 \(\pm\) 0.47 | 59.67 \(\pm\) 1.50 | 28.14 |
WaveletNet-M | 88.44 \(\pm\) 2.07 | 58.65 \(\pm\) 3.63 | 29.78 |
DSN | 94.69 \(\pm\) 1.34 | 64.06 \(\pm\) 5.55 | 30.63 |
SincNet | 97.40 \(\pm\) 0.23 | 80.96 \(\pm\) 3.10 | 16.45 |
DFAWNet | 98.08 \(\pm\) 0.05 | 83.68 \(\pm\) 1.64 | 14.40 |