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Summary of related studies with several models.
| Study | VGG | ResNet | InceptionV3 | MobileNetV2 | DenseNet | CapsNet | U-Net | EfficientNet | SqueezeNet | AlexNet | GoogLeNet | Xception | TL | Acc.% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| [56] | X | X | – | – | – | – | – | – | – | – | – | – | Y | 99.87 |
| [9] | – | X | X | – | X | – | – | – | – | X | X | – | Y | 96.4 |
| [24] | – | X | X | X | X | – | – | – | – | – | – | X | Y | 98.43 |
| [57] | – | X | X | – | X | – | – | – | – | – | – | – | Y | 91.62 |
| [58] | X | X | X | – | – | – | – | – | – | – | – | – | Y | 95.49 |
| [59] | X | – | – | – | – | X | – | – | – | – | – | – | Y | 92 |
| [55] | – | X | – | – | – | – | X | X | – | – | – | – | N | 90 |
| [60] | – | – | – | X | – | – | – | – | X | – | – | – | N | 99.27 |
