Table 3:
Ablation study of TGANet on Kvasir-SEG
No | Method | mIoU | mDSC | Recall | Precision | F2 |
---|---|---|---|---|---|---|
#1 | TGANet w/o label and classifier | 0.8104 | 0.8786 | 0.8987 | 0.8970 | 0.8850 |
#2 | TGANet w/o MSFA | 0.8151 | 0.8832 | 0.9061 | 0.8999 | 0.8907 |
#3 | TGANet w/o FEM TGANet w/o (label+classifier+ | 0.8084 | 0.8766 | 0.8968 | 0.9010 | 0.8838 |
#4 | MSFA+FEM) | 0.8063 | 0.8747 | 0.8963 | 0.8971 | 0.8798 |
#5 | TGANet (Ours) | 0.8330 | 0.8982 | 0.9132 | 0.9123 | 0.9029 |