Method | DC | IoU | PR | RC | Training Time |
---|---|---|---|---|---|
LinkNet [40] | 0.767 | 0.625 | 0.726 | 0.809 | 178.3 |
Unet [23] | 0.773 | 0.548 | 0.758 | 0.789 | 211.9 |
CE-Net [44] | 0.818 | 0.693 | 0.809 | 0.829 | 271.1 |
Attention-Unet [27] | 0.810 | 0.678 | 0.779 | 0.848 | 480.6 |
ASSPU-Net [45] | 0.830 | 0.780 | – | – | 1133.7 |
MDC-Net [46] | 0.802 | – | – | – | – |
Bio-Net [42] | 0.826 | 0.704 | – | – | – |
CNN3 [13] | 0.804 | 0.498 | – | – | – |
MSAL-Net | 0.839 | 0.706 | 0.821 | 0.853 | 194.5 |