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. 2024 Apr 26;37(5):2354–2374. doi: 10.1007/s10278-024-01124-8

Table 10.

Results of the comparative study of UViT-Seg with recent polyp segmentation approaches

CVC ColonDB CVC Clinic Kvasir-SEG Etis LaribDB
Models mDc mIoU mDc mIoU mDc mIoU mDc mIoU
SFA [53] 0.469 0.347 0.700 0.607 0.723 0.611 0.297 0.217
PraNet [54] 0.709 0.640 0.899 0.849 0.898 0.840 0.628 0.567
HarDNet-MSEG [55] 0.731 0.660 0.932 0.882 0.912 0.857 0.677 0.613
Focus U-Net [56] 0.878 0.804 0.938 0.889 0.910 0.853 0.832 0.757
SR-AttNet [44] 0.665 0.539 0.786 0.693 0.871 0.806 0.476 0.355
UViT-Seg 0.915 0.902 0.907 0.898 0.835 0.801 0.913 0.9131