Table 6.
Comparison of FID scores on grape leaf diseases.
| Method | Dataset | Subset | Classes | FID |
|---|---|---|---|---|
| DCGAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 309.376 |
| LeafGAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 178.256 |
| E-GAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 112.563 |
| InfoGAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 178.13 |
| WGAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 121.31 |
| LRGAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 128.23 |
| Fine Grained GAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 72.73 |
| InstaGAN | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 114.28 |
| RePaint (Diffusion) | PlantVillage | Grape Leaf | Black Rot, Black Measles, Leaf Blight | 69.05 |