Segmentation on BUSI-WHU (927 images)
86.4IoUProposed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Proposed2026.03 | 86.4 | 92.7 | |
| MISSFormerType=Transformer-Based2026.03 | 84.6 | 91.6 | |
| MTL-OCAType=Multi-Task Learning2026.03 | 84.5 | 91.6 | |
| MTANetType=Multi-Task Learning2026.03 | 83.7 | 91.1 | |
| Swin-UNetType=Transformer-Based2026.03 | 83 | 90.7 | |
| TransUNetType=Transformer-Based2026.03 | 81.6 | 89.9 | |
| UNet++Type=CNN-Based2026.03 | 80.7 | 89.3 | |
| MTANType=Multi-Task Learning2026.03 | 80 | 88.9 | |
| Attention U-NetType=CNN-Based2026.03 | 79.2 | 88.4 | |
| U-NetType=CNN-Based2026.03 | 77.5 | 87.3 |