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Performance comparison of ViT, EfficientNetV2B3, EfficientNetV2B3 [40] and the hybrid (EfficientNetV2B3+ViT) models
| Model | Accuracy (%) | Precision (%) | Recall (%) | F1 score (%) | MCC |
|---|---|---|---|---|---|
| ViT | 77.92 | 76.56 | 72.03 | 73.44 | 0.73 |
| EfficientNetV2B3 | 79.55 | 78.02 | 80.97 | 79.01 | 0.75 |
| EfficientNetV2B3+ViT | 85.06 | 82.86 | 85.29 | 83.77 | 0.82 |
| EfficientNetV2B3 [40] | 73.63 | 74.28 | 73.63 | 73.02 | - |
| EfficientNetV2B3+ViT | |||||
| (Plant Village Dataset) | 98.15 | 98.73 | 93.41 | 95.74 | 0.97 |
