Table 6.
Comparison of test results for different plant leaf diseases.
| Dataset names | Recall | Precision | F1-score | Specificity |
|---|---|---|---|---|
| Our own pea leaf disease data | 99.94% | 99.31% | 99.62% | 99.84% |
| Plant Pathology Apple Dataset | 99.80% (↓0.14%) | 99.40% (↑0.09%) | 99.60% (↓0.02%) | 99.90% (↑0.14%) |
| New Plant Diseases Dataset (Potato) | 99.70% (↓0.24%) | 99.50% (↑0.19%) | 99.60% (↓0.02%) | 99.80% (↓0.04%) |
| PlantifyDr Dataset (Corn) | 99.90% (↓0.04%) | 99.20% (↓0.09%) | 99.55% (↓0.07%) | 99.85% (↓0.01%) |
| Rice Diseases Image Dataset | 99.85% (↓0.09%) | 99.35% (↑0.04%) | 99.60% (↓0.02%) | 99.75% (↓0.09%) |