Table 3.
FID results for InstaGAN and RePaint on different disease classes.
| Dataset No | Plant | Disease | InstaGAN | RePaint |
|---|---|---|---|---|
| 1 | Grape | Black rot | 81.71 | 56.02 |
| 2 | Grape | Esca (Black Measles) | 105.89 | 68.83 |
| 3 | Grape | Leaf blight (Isariopsis Leaf Spot) | 155.25 | 82.30 |
| 4 | Tomato | Bacterial spot | 271.28 | 181.39 |
| 5 | Tomato | Early blight | 195.33 | 135.84 |
| 6 | Tomato | Late Blight | 212.47 | 143.62 |
| 7 | Tomato | Septoria Leaf Spot | 225.13 | 153.49 |
| 8 | Tomato | Target Spot | 203.78 | 138.94 |
| 9 | Tomato | Mosaic Virus | 287.56 | 196.72 |
| 10 | Tomato | Yellow Leaf Curl Virus | 228.94 | 156.08 |
| 11 | Tomato | Spider Mites | 259.63 | 178.21 |
| 12 | Tomato | Leaf Mold | 245.37 | 167.89 |
| 1 ∼ 3 | Grape | Average | 114.28 | 69.05 |
| 4 ∼ 12 | Tomato | Average | 236.61 | 161.35 |
| 1 ∼ 12 | Total | Average | 206.02 | 138.28 |