| 方法 | Dice | IoU | Precision | Recall |
| U-Net | 71.49% | 64.35% | 75.61% | 75.86% |
| U-Net++ | 72.86% | 65.41% | 75.93% | 76.75% |
| Attention U-Net | 72.92% | 65.67% | 75.76% | 78.25% |
| MultiResUNet | 73.67% | 66.75% | 78.02% | 78.86% |
| PSPNet | 78.60% | 69.13% | 82.54% | 83.40% |
| DeepLabV3+ | 79.08% | 71.34% | 84.42% | 85.06% |
| DenseASPP | 80.14% | 72.86% | 85.19% | 86.74% |
| TransUNet | 82.56% | 74.40% | 86.12% | 87.25% |
| Swin-Unet | 83.74% | 74.75% | 86.54% | 87.70% |
| DATU-Net(ours) | 85.48% | 76.32% | 87.46% | 88.63% |