Table 12.
Ablation study: top-1 accuracy using one GCN layer (%).
| Dataset | Xception | ResNet-50 | MobileNet-V2 | Inception-V3 |
|---|---|---|---|---|
| Banana | 86.00 | 78.33 | 70.79 | 81.03 |
| Coffee | 89.19 | 89.86 | 89.78 | 87.83 |
| Potato | 94.79 | 94.10 | 93.98 | 92.84 |
| PlantDoc | 80.27 | 79.68 | 77.34 | 80.07 |
Ablation study: top-1 accuracy using one GCN layer (%).
| Dataset | Xception | ResNet-50 | MobileNet-V2 | Inception-V3 |
|---|---|---|---|---|
| Banana | 86.00 | 78.33 | 70.79 | 81.03 |
| Coffee | 89.19 | 89.86 | 89.78 | 87.83 |
| Potato | 94.79 | 94.10 | 93.98 | 92.84 |
| PlantDoc | 80.27 | 79.68 | 77.34 | 80.07 |