Table 2.
Best results obtained by proposed model and Unet model over 100 epochs
| Method | IoU | Accuracy | Dice-coefficient | F1-score | Recall | Precision |
|---|---|---|---|---|---|---|
| Unet | 82.83 | 91.78 | 90.43 | 91.82 | 91.33 | 92.31 |
| convUnet average value | 76.47 | 83.27 | 82.52 | 83.43 | 82.75 | 84.11 |
| convUnet | 86.96 | 93.29 | 92.6 | 93.34 | 93.01 | 93.67 |
| Improvement in convUnet | 4.73↑ | 1.51↑ | 2.17↑ | 1.52↑ | 1.68↑ | 1.36↑ |