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

TABLE 5.

FPS segmentation of 64 × 64 polyp images.

Model AMD Inter 2060Super 1060
Unet (Ronneberger et al., 2015) 20 19 152 90
LinkNet (Chaurasia and Culurciello, 2018) 84 68 138 141
U2Net (Qin et al., 2020) 13 14 31 23
UNet++ (Zhou et al., 2018, 2020) 10 11 98 55
UNet+++ (Huang et al., 2020) 9 9 90 68
MBFFNet 33 31 163 112

The image size is 64 × 64. AMD stands for the FPS test on AMD CPU (R5-3600), Intel stands for the FPS test on an Intel CPU (I7-8750H), 2060Super stands for the FPS test in the GPU environment on a 2060Super graphics card, and 1060 stands for FPS test in the GPU environment on an RTX1060 graphics card.