Table 11.
Ablation study: top-1 accuracy except the GCN layers.
| Dataset | Xception | ResNet-50 | MobileNet-V2 | Inception-V3 |
|---|---|---|---|---|
| Banana | 81.46 | 78.23 | 82.11 | 78.66 |
| Coffee | 88.85 | 87.83 | 86.48 | 87.50 |
| Potato | 93.17 | 92.59 | 92.82 | 92.12 |
| PlantDoc | 81.05 | 78.90 | 80.46 | 80.66 |
Ablation study: top-1 accuracy except the GCN layers.
| Dataset | Xception | ResNet-50 | MobileNet-V2 | Inception-V3 |
|---|---|---|---|---|
| Banana | 81.46 | 78.23 | 82.11 | 78.66 |
| Coffee | 88.85 | 87.83 | 86.48 | 87.50 |
| Potato | 93.17 | 92.59 | 92.82 | 92.12 |
| PlantDoc | 81.05 | 78.90 | 80.46 | 80.66 |