Segmentation on BUSI 780 images
74.5mIoUProposed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Proposed2026.03 | 74.5 | 85.25 | |
| MTL-OCAType=Multi-Task Learning2026.03 | 72.9 | 84.3 | |
| MISSFormerType=Transformer-Based2026.03 | 72.8 | 84.25 | |
| MTANetType=Multi-Task Learning2026.03 | 72.1 | 83.8 | |
| Swin-UNetType=Transformer-Based2026.03 | 71.5 | 83.4 | |
| TransUNetType=Transformer-Based2026.03 | 70.3 | 82.55 | |
| UNet++Type=CNN-Based2026.03 | 69.5 | 81.95 | |
| MTANType=Multi-Task Learning2026.03 | 68.9 | 81.6 | |
| Attention U-NetType=CNN-Based2026.03 | 68.2 | 81.05 | |
| U-NetType=CNN-Based2026.03 | 66.8 | 80.05 |