Table 7.
Ablation study for the effect of pretrained encoder on the segmentation performance.
| Without pretrained encoder | With pretrained encoder | |
|---|---|---|
| IoU - Jaccard index () | 75.11 | 80.02 |
| Dice score () | 81.69 | 86.39 |
| Hausdorff distance (mm) | 9.63 | 4.69 |
| Mean surface distance (mm) | 3.82 | 2.11 |
The decoder is always initialized randomly. indicates higher-the-better metrics, while metrics are lower-the-better.