Table 5.
Comparison of FID scores with other publications.
| Method | Dataset | Crop | Disease Classes | FID |
|---|---|---|---|---|
| WGAN | PlantVillage | Tomato | Healthy, Yellow leaf curl virus, Leaf mold, Spider mite | 226.08 |
| SAGAN | PlantVillage | Tomato | Healthy, Yellow leaf curl virus, Leaf mold, Spider mite | 229.7233 |
| MAGAN | PlantVillage | Tomato | Healthy, Yellow leaf curl virus, Leaf mold, Spider mite | 220.69 |
| HA+DMM | PlantVillage | Tomato | Healthy, Yellow leaf curl virus, Leaf mold, Spider mite | 219.0633 |
| MMDGAN | PlantVillage | Tomato | Healthy, Yellow leaf curl virus, Leaf mold, Spider mite | 214.8867 |
| InstaGAN | PlantVillage | Tomato | Late Blight, Early Blight, Septoria Leaf Spot, Target Spot, Mosaic Virus, Yellow Leaf Curl Virus, Spider Mites, Leaf Mold, Bacterial Spot |
236.61 |
| RePaint | PlantVillage | Tomato | Late Blight, Early Blight, Septoria Leaf Spot, Target Spot, Mosaic Virus, Yellow Leaf Curl Virus, Spider Mites, Leaf Mold, Bacterial Spot |
161.35 |