Table 8 Comparison of computational complexity.
Methods | GFLOPs | Inference speed (ms) | Paras (M) |
|---|---|---|---|
FCN | 19.52 | 22.84 | 18.6 |
U-Net | 40.23 | 17.78 | 17.27 |
ResU-Net | 68.08 | 32.34 | 13.04 |
Attention U-Net | 30.91 | 29.77 | 34.88 |
U-Net++ | 34.63 | 24.49 | 9.16 |
ResU-Net++ | 70.84 | 36.08 | 14.48 |
TransformU-Net | 78.63 | 41.21 | 105.28 |
SwimU-Net | 40.52 | 22.34 | 27.17 |
HiFormer | 45.72 | 28.31 | 25.51 |
D2HU-Net | 32.94 | 21.13 | 41.58 |
