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Ablation study: top-1 accuracy (%) except SPP layer in the PND-Net architecture.
| Dataset | Xception | ResNet-50 | MobileNet-V2 | Inception-V3 |
|---|---|---|---|---|
| Banana | 79.31 | 80.92 | 75.32 | 77.90 |
| Coffee | 86.48 | 86.14 | 83.10 | 87.16 |
| Potato | 95.94 | 88.65 | 92.12 | 93.40 |
| PlantDoc | 81.83 | 76.56 | 79.68 | 80.66 |
