Table 6 Comparison of the suggested plant disease classification model with the baseline approaches.
Terms | Vision transformers51 | ConvNeXt52 | Swin transformer53 | AVLO-DAA-MDeNet |
|---|---|---|---|---|
Accuracy | 85.424 | 80.832 | 83.88 | 88.408 |
Sensitivity | 85.47212 | 80.71926 | 83.93536 | 88.35551 |
Specificity | 85.37492 | 80.94699 | 83.82353 | 88.46154 |
Precision | 85.63492 | 81.20816 | 84.10859 | 88.65045 |
FPR | 14.62508 | 19.05301 | 16.17647 | 11.53846 |
FNR | 14.52788 | 19.28074 | 16.06464 | 11.64449 |
NPV | 85.37492 | 80.94699 | 83.82353 | 88.46154 |
FDR | 14.36508 | 18.79184 | 15.89141 | 11.34955 |
F1_score | 85.55344 | 80.96297 | 84.02189 | 88.50274 |
MCC | 0.708458 | 0.616637 | 0.677576 | 0.768149 |
