Table 1 Results of 6 semantic segmentation models in this dataset
| Â | SP (%) | SE (%) | PR (%) | ACC (%) | IoU (%) | Dice (%) | Nodule dice (%) |
|---|---|---|---|---|---|---|---|
FCN | 96.9 | 91.5 | 89.7 | 95.7 | 82.6 | 90.6 | 92.0 |
U-Net | 96.8 | 91.6 | 90.8 | 95.5 | 84.0 | 91.2 | 92.2 |
U-Net (ResNeSt-50) | 96.8 | 92.0 | 89.8 | 95.7 | 83.5 | 90.9 | 92.6 |
SRU-Net | 97.4 | 93.3 | 90.1 | 96.6 | 84.7 | 91.7 | 93.5 |
ASRU-Net | 97.6 | 93.4 | 90.3 | 96.8 | 85.1 | 91.8 | 93.5 |
DSRU-Net | 97.9 | 93.8 | 90.8 | 97.2 | 85.8 | 92.5 | 94.1 |