Ultrasound Image Segmentation on Dataset B
88.78Dice ScorePBE-UNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PBE-UNetCategory=Boundary-Assisted Methods2026.04 | 88.78 | 81.46 | 5.29 | 91.56 | 98.79 | |
| BGRA-GSACategory=Boundary-Assisted Methods2026.04 | 88.01 | 78.8 | — | — | 98.8 | |
| BGNetCategory=Boundary-Assisted Methods2026.04 | 87.63 | 79.65 | 6.66 | 90.32 | 98.73 | |
| PConv-UNetCategory=Ultrasound Segmentation Methods2026.04 | 87.61 | 78.2 | — | 91.66 | — | |
| MBE-UNetCategory=Boundary-Assisted Methods2026.04 | 87.3 | 79.06 | 6.38 | 88.84 | 98.49 | |
| Syn-NetCategory=Ultrasound Segmentation Methods2026.04 | 86.92 | 78.8 | 6.89 | 90.98 | 98.47 | |
| BGRA-NetCategory=Boundary-Assisted Methods2026.04 | 86.63 | 76.69 | — | — | 98.75 | |
| GFA-NetCategory=Ultrasound Segmentation Methods2026.04 | 85.6 | 76.7 | — | — | — | |
| GGNetCategory=Boundary-Assisted Methods2026.04 | 84.8 | 76.04 | 9.1 | 91.16 | 98.44 | |
| CMUNetCategory=Ultrasound Segmentation Methods2026.04 | 84.2 | 75.78 | 8.19 | 82.71 | 98.45 | |
| LGFFMCategory=Ultrasound Segmentation Methods2026.04 | 83.8 | 75.4 | — | — | — | |
| TransUNetCategory=Traditional Segmentation Methods2026.04 | 83.77 | 75.28 | 12.56 | 84.11 | 97.92 | |
| CMUNeXtCategory=Ultrasound Segmentation Methods2026.04 | 82.85 | 74.14 | 9.68 | 82.36 | 98.25 | |
| BFNetCategory=Boundary-Assisted Methods2026.04 | 82.79 | 73.89 | 10.35 | 82.57 | 98.01 | |
| ESKNetCategory=Ultrasound Segmentation Methods2026.04 | 82.1 | 73.41 | 14.81 | 85.98 | 98.66 | |
| AAU-netCategory=Ultrasound Segmentation Methods2026.04 | 81.29 | 72.74 | 13.7 | 82.05 | 97.68 | |
| U-Net++Category=Traditional Segmentation Methods2026.04 | 80.73 | 71.04 | 14.8 | 78.26 | 97.97 | |
| U-NetCategory=Traditional Segmentation Methods2026.04 | 80.29 | 72.9 | 14.69 | 78.99 | 98.44 | |
| AttUNetCategory=Traditional Segmentation Methods2026.04 | 79.3 | 72.93 | 14.44 | 76.15 | 97.85 |