Open Access
表3
识别实验结果
| 案例编号 | 模型方法 | 正确识别率/% | F1分数/% |
| 1 | ResNet18 | 85.8 | 85.7 |
| DenseNet121 | 85.0 | 85.3 | |
| MobileNetV2 | 82.5 | 82.2 | |
| UAKD | 94.2 | 94.1 | |
| 2 | ResNet18 | 85.7 | 85.8 |
| DenseNet121 | 90.6 | 90.6 | |
| MobileNetV2 | 79.3 | 79.1 | |
| UAKD | 96.1 | 96.1 | |
| 3 | ResNet18 | 87.1 | 87.0 |
| DenseNet121 | 91.1 | 91.3 | |
| MobileNetV2 | 85.9 | 85.6 | |
| UAKD | 95.1 | 95.1 | |
| 4 | ResNet18 | 86.6 | 86.8 |
| DenseNet121 | 88.7 | 88.5 | |
| MobileNetV2 | 81.1 | 81.1 | |
| UAKD | 94.7 | 94.8 | |
| 5 | ResNet18 | 92.1 | 91.9 |
| DenseNet121 | 92.2 | 92.1 | |
| MobileNetV2 | 89.2 | 88.9 | |
| UAKD | 96.5 | 96.5 | |
| 6 | ResNet18 | 89.8 | 89.9 |
| DenseNet121 | 89.7 | 89.7 | |
| MobileNetV2 | 84.6 | 84.8 | |
| UAKD | 95.6 | 95.6 |
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