Table 9.
Accuracy rates (%) on the HRRP dataset.
Method | HRRP-1 | HRRP-2 | ||
---|---|---|---|---|
Tanh | ReLU | Tanh | ReLU | |
GoogLeNet | 98.71 | 97.95 | 98.48 | 97.85 |
ResNet18 | 98.52 | 98.02 | 98.48 | 98.20 |
DenseNet121 | 98.73 | 97.94 | 98.15 | 97.65 |
VGG11 | 98.32 | 98.18 | 98.56 | 97.51 |
VGG13 | 99.05 | 98.89 | 98.76 | 98.79 |
VGG16 | 98.75 | 98.55 | 98.94 | 98.88 |
VGG19 | 98.90 | 98.40 | 98.66 | 98.76 |
IVGG11-3FC | 98.79 | 97.76 | 98.35 | 98.19 |
IVGG11-1FC | 98.52 | 98.28 | 97.95 | 98.42 |
IVGG13-3FC | 98.75 | 98.86 | 98.65 | 98.80 |
IVGG13-1FC | 98.46 | 98.43 | 98.33 | 98.54 |
IVGG16-3FC | 99.24 | 98.99 | 98.90 | 98.67 |
IVGG16-1FC | 98.54 | 98.79 | 98.50 | 98.63 |
IVGG19-3FC | 99.06 | 99.05 | 98.84 | 98.98 |
IVGG19-1FC | 98.35 | 98.84 | 98.02 | 98.11 |