Table 7. Comparison of test performances of the proposed models.
Model | Loss | Dice | IoU | Recall | Precision | Accuracy |
---|---|---|---|---|---|---|
U-Net testing | −0.9560 | 0.9560 | 0.9166 | 0.9513 | 0.9610 | 0.9787 |
Proposed U-Net testing |
−0.9643 | 0.9643 | 0.9326 | 0.9618 | 0.9669 | 0.9824 |
V-Net testing | −0.9531 | 0.9531 | 0.9118 | 0.9467 | 0.9599 | 0.9769 |
Proposed V-Net testing |
−0.9642 | 0.9642 | 0.9327 | 0.9592 | 0.9692 | 0.9824 |
Seg-Net testing | −0.9551 | 0.9551 | 0.9395 | 0.9670 | 0.9661 | 0.9834 |