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. 2021 Jul 14;9:696251. doi: 10.3389/fbioe.2021.696251

TABLE 4.

256 × 256 polyp image segmentation FPS.

Model AMD Inter 2060Super 1060
Unet (Ronneberger et al., 2015) 4 3 45 21
LinkNet (Chaurasia and Culurciello, 2018) 19 16 115 88
U2Net (Qin et al., 2020) 2 2 23 14
UNet++ (Zhou et al., 2018, 2020) 2 2 22 10
UNet+++ (Huang et al., 2020) 2 1 16 8
MBFFNet 8 7 55 28

The image size is 256 × 256. AMD represents the FPS test on the CPU of the AMD platform (R5-3600), Inter represents the FPS test on the CPU of Intel platform (I7-8750H), 2060Super represents the FPS test in the GPU environment of the 2060Super graphics card, and 1060 represents the FPS test in the GPU environment of the RTX1060 graphics card.