Table 6.
Evaluation indicators of each comparative network on ISBI2016.
Model | Year | ACC (%) | SE (%) | SP (%) | PC (%) | JA (%) | DC (%) |
U-Net | 2015 | 94.69 | 91.30 | 96.01 | 89.32 | 82.18 | 90.12 |
R2U-Net | 2018 | 94.43 | 87.68 | 97.06 | 91.49 | 80.95 | 89.38 |
CE-Net | 2019 | 95.94 | 92.80 | 97.10 | 92.06 | 85.85 | 92.31 |
U-Net3+ | 2020 | 94.94 | 90.26 | 96.74 | 91.12 | 82.87 | 90.54 |
SA-UNet | 2021 | 94.11 | 89.46 | 95.90 | 88.82 | 80.14 | 88.82 |
Ours | - | 96.09 | 92.50 | 97.43 | 92.74 | 86.23 | 92.51 |