表 2. Recognition error rate of different models on CCD.
CCD 数据集上各模型识别错误率
| 识别模型 | 总体识别错误率(%) | 网络层数/层 |
| Sharma | 2.47 | 11 |
| G-Net | 1.36 | 28 |
| AlexNet | 3.45 | 8 |
| GoogLenet | 2.59 | 22 |
| VGG16 | 2.47 | 16 |
| ResNet18 | 1.97 | 18 |
| DenseNet | 1.97 | 121 |
| SE-Net | 2.34 | 101 |
| SR-DenseNet | 1.60 | 125 |
| 融合 | 0.99 | — |