TABLE 4.
Different loss functions in SL-HarDNet using the ISIC-2018 skin lesion segmentation.
Methods | DIC | JAC | ACC | SEN | SPE |
---|---|---|---|---|---|
IOU | 0.909 | 0.844 | 0.970 | 0.932 | 0.979 |
BCE | 0.908 | 0.845 | 0.971 | 0.910 | 0.980 |
Dice | 0.912 | 0.849 | 0.971 | 0.919 | 0.977 |
Dice + BCE | 0.913 | 0.850 | 0.970 | 0.921 | 0.975 |
IOU + BCE | 0.915 | 0.853 | 0.972 | 0.926 | 0.980 |
The bold value is to emphasize that this value is optimal.