Table 5. Quantitative results of comparison experiments on dataset B.
| Baseline | Method | TPR | FPR | JI | DSC | AER | HE | MAE |
|---|---|---|---|---|---|---|---|---|
| Transformer-based | MT | 0.739 | 0.303 | 0.635 | 0.723 | 0.565 | 89.181 | 48.922 |
| DT | 0.798 | 0.386 | 0.662 | 0.769 | 0.588 | 83.500 | 35.741 | |
| Convolution-based | Unet | 0.748 | 0.396 | 0.613 | 0.723 | 0.647 | 94.381 | 52.013 |
| Unet++ | 0.726 | 0.428 | 0.587 | 0.704 | 0.702 | 105.480 | 65.180 |
TPR, true-positive ratio; FPR, false-positive ratio; JI, Jaccard index; DSC, Dice similarity coefficient; AER, area error ratio; HE, Hausdorff error; MAE, mean absolute error; MT, medical transformer; DT, dilated transformer.