Table 3 Comparison of FID(Fréchet inception distance) indicators
Leaf Categories | StyleGAN2 | SwapAE | FDIT | DDPM | StyleGAN3-T | DDGAN | FHWD |
|---|---|---|---|---|---|---|---|
Apple black rot | 89.4 | 64.61 | 60.5 | 76.29 | 66.68 | 80.07 | 57.98 |
Corn gray Leaf spot | 194.21 | 140.23 | 129.73 | 129.28 | 134.93 | 169.92 | 124.96 |
Corn common rust | 109.95 | 94.95 | 92.89 | 92.82 | 98.02 | 96.2 | 88.84 |
Corn Northern leaf blight | 166.22 | 106 | 102.14 | 96.14 | 99.25 | 100.99 | 95.91 |
Potato early blight | 81.9 | 49.35 | 47.29 | 57.41 | 48.72 | 55.53 | 46.96 |
Potato late blight | 100.45 | 62.43 | 61.08 | 64.53 | 59.03 | 64.58 | 58.71 |
Pepper bacterial spot | 95.85 | 62.26 | 60.36 | 70.99 | 59.9 | 61.25 | 57.17 |
Tomato early blight | 123.27 | 77.81 | 70.43 | 70.85 | 73.31 | 67.75 | 66.96 |
Grape Black rot | 57.66 | 34.6 | 33.45 | 33.61 | 31.45 | 32.44 | 30.2 |
Strawberry Leaf scorch | 98.02 | 69.64 | 63.33 | 67.06 | 62.6 | 71.21 | 58.43 |
Avg FID | 111.69 | 76.19 | 72.12 | 75.9 | 73.39 | 79.99 | 68.67 |