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Ablation study results on MSD dataset
| Models | DSC (%) | Precision (%) | Recall (%) | Jaccard index (%) |
|---|---|---|---|---|
| U-Net (baseline) | 64.36 | 69.26 | 66.78 | 53.40 |
| U-Net + ResDAC | 67.07 | 71.68 | 69.05 | 56.64 |
| U-Net + ResDAC + ALF | 68.21 | 69.41 | 71.66 | 57.77 |
|
U-Net + ResDAC + ALF + PDC (i.e., ResDAC-Net) |
69.15 | 71.10 | 72.31 | 58.76 |
The best results are shown in bold
