| 方法 | 数据集 | Dice | IoU | MAE |
| Backbone + PD + AFSM | CVC-ClinicDB | 0.919 | 0.874 | 0.008 |
| Kvasir-SEG | 0.905 | 0.853 | 0.026 | |
| CVC-ColonDB | 0.756 | 0.685 | 0.037 | |
| CVC-300 | 0.877 | 0.802 | 0.008 | |
| ETIS | 0.659 | 0.585 | 0.042 | |
| Backbone + PD + AFSM + DFEA | CVC-ClinicDB | 0.929 | 0.886 | 0.007 |
| Kvasir-SEG | 0.911 | 0.860 | 0.027 | |
| CVC-ColonDB | 0.772 | 0.697 | 0.037 | |
| CVC-300 | 0.894 | 0.826 | 0.007 | |
| ETIS | 0.706 | 0.638 | 0.015 | |
| Backbone + PD + AFSM + DFEA + GFFLM (Ours) | CVC-ClinicDB | 0.932 | 0.884 | 0.007 |
| Kvasir-SEG | 0.914 | 0.862 | 0.022 | |
| CVC-ColonDB | 0.797 | 0.724 | 0.034 | |
| CVC-300 | 0.906 | 0.841 | 0.005 | |
| ETIS | 0.772 | 0.702 | 0.013 |