Table 2 MAE of the \(S_{\text {area}}\) score and IoU scores of U-Net variants across all folds.
Fold | U-Net/16 | U-Net/32 | U-Net/64 | |||
|---|---|---|---|---|---|---|
MAE \([S_{area}]\) \(\downarrow\) | IoU \(\uparrow\) | MAE \([S_{area}]\) \(\downarrow\) | IoU \(\uparrow\) | MAE \([S_{area}]\) \(\downarrow\) | IoU \(\uparrow\) | |
1 | 0.031 ± 0.013 | 0.788 ± 0.020 | 0.021 ± 0.006 | 0.815 ± 0.016 | 0.026 ± 0.005 | 0.809 ± 0.028 |
2 | 0.051 ± 0.003 | 0.743 ± 0.015 | 0.048 ± 0.008 | 0.774 ± 0.007 | 0.054 ± 0.017 | 0.773 ± 0.008 |
3 | 0.065 ± 0.021 | 0.809 ± 0.011 | 0.073 ± 0.016 | 0.816 ± 0.008 | 0.063 ± 0.037 | 0.802 ± 0.015 |
4 | 0.055 ± 0.009 | 0.759 ± 0.015 | 0.052 ± 0.007 | 0.756 ± 0.018 | 0.046 ± 0.008 | 0.762 ± 0.014 |
5 | 0.038 ± 0.004 | 0.775 ± 0.008 | 0.057 ± 0.015 | 0.764 ± 0.025 | 0.041 ± 0.004 | 0.786 ± 0.015 |
6 | 0.037 ± 0.009 | 0.797 ± 0.021 | 0.040 ± 0.009 | 0.800 ± 0.028 | 0.037 ± 0.007 | 0.811 ± 0.021 |
7 | 0.045 ± 0.005 | 0.724 ± 0.014 | 0.048 ± 0.006 | 0.736 ± 0.018 | 0.046 ± 0.009 | 0.766 ± 0.016 |
8 | 0.018 ± 0.017 | 0.795 ± 0.033 | 0.019 ± 0.007 | 0.789 ± 0.017 | 0.020 ± 0.009 | 0.807 ± 0.018 |
9 | 0.058 ± 0.009 | 0.726 ± 0.002 | 0.046 ± 0.005 | 0.743 ± 0.013 | 0.049 ± 0.005 | 0.748 ± 0.020 |
10 | 0.017 ± 0.006 | 0.825 ± 0.016 | 0.019 ± 0.007 | 0.843 ± 0.024 | 0.014 ± 0.005 | 0.866 ± 0.043 |
All | 0.045 ± 0.006 | 0.764 ± 0.004 | 0.047 ± 0.005 | 0.776 ± 0.004 | 0.044 ± 0.004 | 0.785 ± 0.003 |
