| 图像水平翻转 | 图像旋转 | 高斯噪声 | 椒盐噪声 | 网络结构 | 伪标签 | 准确率 |
|
|
|
|
| VGG16 |
| 46.3250% |
|
|
|
|
| ResNet34 |
| 49.8372% |
|
|
|
|
| ResNet50 |
| 53.9882% |
| √ |
|
|
| ResNet50 |
| 54.8931% |
| √ | √ |
|
| ResNet50 |
| 56.1531% |
|
|
| √ |
| ResNet50 |
| 55.4124% |
|
|
| √ | √ | ResNet50 |
| 56.0873% |
| √ | √ | √ | √ | ResNet50 |
| 60.1241% |
| √ | √ | √ | √ | VGG16 | √ | 57.1241% |
| √ | √ | √ | √ | ResNet34 | √ | 60.8321% |
| √ | √ | √ | √ | ResNet50 | √ | 63.1342% |