Table 7.
Results of the ablation study on the RS dataset (MEAN ± SD). A detailed explanation of all used metrics can be found in Table 2.
| Algorithms | |||
|---|---|---|---|
| Full method | Ours | 0.017 ± 0.005 | 33.994 ± 1.703 |
| Network ablation | UNet-Bloss | 0.030 ± 0.006 | 29.567 ± 1.270 |
| Loss ablation | EAPNet-MSE | 0.035 ± 0.009 | 30.552 ± 1.543 |
| EAPNet-MSRE | 0.019 ± 0.005 | 33.174 ± 1.554 | |
| sAM ablation | EPNet-Bloss | 0.029 ± 0.007 | 30.217 ± 1.479 |
| EAPNet-Bloss (sigmoid) | 0.028 ± 0.006 | 30.275 ± 1.392 | |