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Performance comparison of selected deep pre-trained models with the proposed model.
| Model | ACC (%) | SEN (%) | SPE (%) | PRE (%) | Time (min) |
|---|---|---|---|---|---|
| ResNet-50 | 97.8 | 96.7 | 97.5 | 98.5 | 28.1 |
| MobileNet V2 | 97.4 | 96.6 | 97.7 | 97.8 | 27.7 |
| Inception V3 | 97.3 | 96.2 | 96.7 | 96.9 | 24.2 |
| Inception V2 | 96.8 | 95.5 | 95.1 | 95.8 | 26.9 |
| ResNet-101 | 95.3 | 93.9 | 93.7 | 94.8 | 27.3 |
| DenseNet | 93.8 | 92.2 | 92.7 | 94.2 | 25.1 |
| NW-CapsNet | 99.6 | 99.2 | 99.1 | 99.7 | 23.2 |
