Table 7.
Ablation experiments on the proposed FSS-2019-nCov on CT-1 dataset.
| Methods | DSC | Sens | Spec | MAE | ||
|---|---|---|---|---|---|---|
| Baseline w/o pretraining | 0.643 | 0.681 | 0.834 | 0.721 | 0.719 | 0.278 |
| Baseline w/ pre-training | 0.665 | 0.718 | 0.881 | 0.741 | 0.735 | 0.181 |
| Backbone + SAC (atrous) | 0.701 | 0.737 | 0.929 | 0.769 | 0.815 | 0.166 |
| Backbone + SAC (SS-Conv) | 0.731 | 0.748 | 0.956 | 0.781 | 0.863 | 0.105 |
| Backbone + MPP | 0.715 | 0.712 | 0.941 | 0.749 | 0.841 | 0.119 |
| *FSS-2019-nCov | 0.798 | 0.803 | 0.986 | 0.834 | 0.908 | 0.065 |