Apple Leaf Disease Classification on PlantVillage apple
99.79AccuracyDenseNet121
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DenseNet121Params (M)=8.02026.01 | 99.79 | 99.74 | 99.9 | 99.82 | |
| XceptionParams (M)=22.92026.01 | 99.79 | 99.42 | 99.74 | 99.57 | |
| Mam-AppParams (M)=0.0512026.01 | 99.58 | 99.3 | 99.14 | 99.22 | |
| VGG16 + Inception-v3 + DenseNet201 + ViTParams (M)=268.02026.01 | 99.24 | 99 | 99 | 99 | |
| Deep CNNParams (M)=0.122026.01 | 98 | 98 | 97 | 97 | |
| SVM2026.01 | 97.2 | 97 | 97.15 | — | |
| MobileNetV2Params (M)=3.542026.01 | 97 | 96 | 93 | 94 | |
| RCNN + ResNet-50Params (M)=25.62026.01 | 96.6 | 96.75 | 96 | — | |
| MobileNet-V3-LargeParams (M)=5.42026.01 | 93.71 | 94.73 | 93.17 | 93.91 | |
| EfficientNet-B4Params (M)=19.02026.01 | 93.08 | 90.74 | 91.04 | 90.62 |