Table 2.
Results from comparative studies.
| Kvasir | ClinicDB | ColonDB | EndoScene | ETIS | Average | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mDice | mIoU | mDice | mIoU | mDice | mIoU | mDice | mIoU | mDice | mIoU | mDice | mIoU | |
| UNet | 0.818 | 0.746 | 0.823 | 0.755 | 0.512 | 0.444 | 0.710 | 0.627 | 0.398 | 0.335 | 0.652 | 0.581 |
| UNet ++ | 0.821 | 0.743 | 0.794 | 0.729 | 0.483 | 0.410 | 0.707 | 0.624 | 0.401 | 0.344 | 0.641 | 0.570 |
| PraNet | 0.898 | 0.840 | 0.899 | 0.849 | 0.709 | 0.640 | 0.871 | 0.797 | 0.628 | 0.567 | 0.801 | 0.739 |
| ViT* | 0.924 | 0.874 | 0.909 | 0.864 | 0.761 | 0.685 | 0.858 | 0.775 | 0.758 | 0.680 | 0.842 | 0.776 |
| AMNet | 0.912 | 0.865 | 0.936 | 0.888 | 0.762 | 0.690 | – | – | 0.756 | 0.679 | 0.842 | 0.781 |
| TransFuse | 0.92 | 0.87 | 0.942 | 0.897 | 0.781 | 0.706 | 0.894 | 0.826 | 0.737 | 0.663 | 0.855 | 0.792 |
| Ours (PSNet) | 0.929 | 0.879 | 0.928 | 0.879 | 0.795 | 0.715 | 0.877 | 0.802 | 0.787 | 0.713 | 0.863 | 0.797 |
Significant values are in bold.