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The recognition accuracy of pre-network models.
| Pre-network model | Input size | Recognition accuracy (%) |
| VGG16 | 224 × 224 | 98.48 |
| GoogLeNet | 224 × 224 | 98.91 |
| ResNet18 | 224 × 224 | 98.92 |
| ResNet34 | 224 × 224 | 98.40 |
| ResNet50 | 224 × 224 | 97.01 |
| ResNet101 | 224 × 224 | 88.61 |
| Inception-ResNet-v2 | 224 × 224 | 99.28 |
| INSE-ResNet (our work) | 224 × 224 | 99.47 |
The meaning of the “bold” is the best experimental results.
