Table 7 Fivefold cross validation and test accuracy (%) of PND-Net on different datasets.
From: PND-Net: plant nutrition deficiency and disease classification using graph convolutional network
CNN | Banana | Coffee | PlantDoc | BreakHis-100\(\times \) | Cell PAP | |||||
|---|---|---|---|---|---|---|---|---|---|---|
Val Ac | Test Ac | Val Ac | Test Ac | Val Ac | Test Ac | Val Ac | Test Ac | Val Ac | Test Ac | |
Xception | 91.36 | 88.25 | 91.90 | 87.84 | 86.71 | 84.57 | 95.97 | 94.63 | 99.10 | 97.66 |
ResNet-50 | 93.72 | 89.40 | 94.30 | 90.88 | 85.93 | 83.78 | 97.21 | 96.11 | 99.70 | 98.92 |
