Table 4.
Comparison with recent state-of-the-art works on PlantVillage.
| Models | Param Count | Dataset | Accuracy |
|---|---|---|---|
| GhostNet3 | 2.60 M | PlantVillage | 96.18 |
| CNN using Attention8 | 0.70 M | PlantVillage | 92.79 |
| Teacher/Student9 | 67.00 M | PlantVillage | 98.10 |
| CNN4 | 27.00 M | PlantVillage | 91.25 |
| INC-VGGN7 | - | PlantVillage | 96.82 |
| VGG-ICNN3 | 6.00 M | PlantVillage | 99.16 |
| 9-layer deep CNN2 | - | PlantVillage | 96.46 |
| PCCDL-PSCT19 | - | PlantVillage | 98.14 |
| Mob-Res | 3.51 M | PlantVillage | 99.47 |