Potato leaf disease classification on Potato leaf disease dataset 2019 (test)
99.85AccuracyTiny-ViT
Evaluation results
| Method | Links | |
|---|---|---|
| Tiny-ViTLimitations=the proposed model was evalu ated on a single dataset, which may restrict its generalizability to other datasets or conditions2026.03 | 99.85 | |
| CNNLimitations=No cross-validation; overfitting; moderate computational cost.2026.03 | 99.1 | |
| Custom CNNLimitations=Small dataset; no cross validation; no explainability; high computational cost.2026.03 | 99 | |
| PLDPNetLimitations=No cross-validation; no XAI; complex pipeline; overfitting risk.2026.03 | 98.66 | |
| VGG16Limitations=No cross-validation; heavy pre trained network; computationally intensive.2026.03 | 98 | |
| EfficientNetV2B3 + ViTLimitations=No cross-validation; misclassifi cations; poor generalization.2026.03 | 85.06 |