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.