Method | MPA | \({\mathrm {PA}}_1\) | DSC | \({\mathrm {DSC}}_1\) | Parameters | GFLOPS |
---|---|---|---|---|---|---|
U-Net [18] | 0.90(0.16)* | 0.81(0.31)* | 0.89(0.17)* | 0.79(0.33)* | 7,764,098 | 11.59 |
SegNet [32] | 0.91(0.15)* | 0.81(0.31)* | 0.90(0.16)* | 0.80(0.31)* | 29,444,162 | 40.14 |
DeepLab v3+ [33] | 0.90(0.15)* | 0.81(0.30)* | 0.89(0.16)* | 0.78(0.32)* | 59,351,458 | 61.07 |
DenseASPP [34] | 0.90(0.15)* | 0.81(0.30)* | 0.89(0.16)* | 0.78(0.32)* | 35,365,762 | 39.11 |
FC-DenseNet [25] | 0.91(0.15)* | 0.83(0.29)* | 0.91(0.15) | 0.82(0.29) | 5,415,278 | 15.39 |
MS_scSE_U-Net | 0.92(0.14) | 0.85(0.28) | 0.90(0.15)* | 0.81(0.31)* | 8,204,011 | 11.6 |
MS_scSE_FC-DenseNet (Ours) | 0.93(0.13) | 0.86(0.27) | 0.92(0.14) | 0.84(0.27) | 5,989,096 | 15.59 |