Ultrasound Image Segmentation on BP dataset
81.02Dice ScorePBE-UNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PBE-UNetMethod Category=Boundary-Assisted Methods2026.04 | 81.02 | 69.96 | 6.27 | 83.15 | 98.89 | |
| CTOMethod Category=Boundary-Assisted Methods2026.04 | 80.03 | 68.97 | 7.64 | 81.79 | 98.88 | |
| MBE-UNetMethod Category=Boundary-Assisted Methods2026.04 | 79.93 | 68.85 | 8.08 | 82.47 | 98.86 | |
| CMUNetMethod Category=Ultrasound Segmentation Methods2026.04 | 79.88 | 68.45 | 8.74 | 80.73 | 98.85 | |
| CMUNeXtMethod Category=Ultrasound Segmentation Methods2026.04 | 79.77 | 68.46 | 8.79 | 81.08 | 98.81 | |
| DeeplabV3+Method Category=Traditional Segmentation Methods2026.04 | 79.74 | 67.97 | 7.94 | 82.09 | 98.79 | |
| U-Net++Method Category=Traditional Segmentation Methods2026.04 | 79.65 | 68.5 | 8.94 | 80.8 | 98.82 | |
| BGNetMethod Category=Boundary-Assisted Methods2026.04 | 79.61 | 68.19 | 7.92 | 81.6 | 98.79 | |
| TransUNetMethod Category=Traditional Segmentation Methods2026.04 | 79.25 | 67.79 | 9.64 | 81.72 | 98.79 | |
| BFNetMethod Category=Boundary-Assisted Methods2026.04 | 79.15 | 68.66 | 7.73 | 82.68 | 98.84 | |
| FCN-8sMethod Category=Traditional Segmentation Methods2026.04 | 79.05 | 67.74 | 8.62 | 81.01 | 98.79 | |
| AAU-netMethod Category=Ultrasound Segmentation Methods2026.04 | 79 | 67.23 | 9.36 | 81.91 | 98.76 | |
| AttUNetMethod Category=Traditional Segmentation Methods2026.04 | 78.76 | 67.52 | 9.84 | 80.68 | 98.8 | |
| GGNetMethod Category=Boundary-Assisted Methods2026.04 | 78.33 | 66.22 | 8.27 | 81.76 | 98.64 | |
| U-NetMethod Category=Traditional Segmentation Methods2026.04 | 78.13 | 66.91 | 10.44 | 80.76 | 98.71 |