Model |
year |
Aorta |
Gallbladder |
Kidney (L) |
Kidney (R) |
Liver |
Pancreas |
Spleen |
Stomach |
U-net |
2015 |
89.07 |
69.72 |
77.77 |
68.6 |
93.43 |
53.98 |
86.67 |
75.58 |
Residual U-Net |
2018 |
87.06 |
66.05 |
83.43 |
76.83 |
93.99 |
51.86 |
85.25 |
70.13 |
UNet++ |
2018 |
88.19 |
68.89 |
81.76 |
75.27 |
93.01 |
58.20 |
83.44 |
70.52 |
Swin-UNet |
2022 |
85.47 |
66.53 |
83.28 |
79.61 |
94.29 |
56.58 |
90.66 |
76.60 |
本文模型 |
2024 |
86.54 |
65.27 |
81.70 |
80.45 |
94.57 |
61.62 |
88.53 |
79.73 |