Table 4.
KID results for InstaGAN and RePaint on different disease classes.
Dataset No | Plant | Disease | InstaGAN | RePaint |
---|---|---|---|---|
1 | Grape | Black rot | 0.098 ( ± 0.002) | 0.026 ( ± 0.001) |
2 | Grape | Esca (Black Measles) | 0.081 ( ± 0.002) | 0.035 ( ± 0.002) |
3 | Grape | Leaf blight (Isariopsis Leaf Spot) | 0.161 ( ± 0.004) | 0.046 ( ± 0.002) |
4 | Tomato | Bacterial spot | 0.125 ( ± 0.002 | 0.104 ( ± 0.002) |
5 | Tomato | Early blight | 0.064 ( ± 0.001) | 0.057 ( ± 0.002) |
6 | Tomato | Late Blight | 0.212 ( ± 0.005) | 0.143 ( ± 0.003) |
7 | Tomato | Septoria Leaf Spot | 0.225 ( ± 0.006) | 0.153 ( ± 0.004) |
8 | Tomato | Target Spot | 0.203 ( ± 0.005) | 0.138 ( ± 0.003) |
9 | Tomato | Mosaic Virus | 0.287 ( ± 0.007) | 0.197 ( ± 0.004) |
10 | Tomato | Yellow Leaf Curl Virus | 0.229 ( ± 0.006) | 0.157 ( ± 0.004) |
11 | Tomato | Spider Mites | 0.260 ( ± 0.007) | 0.179 ( ± 0.004) |
12 | Tomato | Leaf Mold | 0.245 ( ± 0.006) | 0.168 ( ± 0.004) |
1 ∼ 3 | Grape | Average | 0.1133 ( ± 0.0027) | 0.0357 ( ± 0.00167) |
4 ∼ 12 | Tomato | Average | 0.205 ( ± 0.0055) | 0.144 ( ± 0.00267) |
1 ∼ 12 | Total | Average | 0.1591 ( ± 0.0041) | 0.08985 ( ± 0.00217) |