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. 2025 Aug 21;15:30720. doi: 10.1038/s41598-025-94083-1

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