Image Segmentation on KvasirCapsule-SEG
95.32DSCResUNet (GRSL'18)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ResUNet (GRSL'18)Parameters=8,227,393, FPS=17.962021.04 | 95.32 | 91.37 | 97.85 | 93.25 | 96.77 | 93.86 | |
| ResUNet++ (ISM'19)Parameters=4,070,385, FPS=15.392021.04 | 94.99 | 90.87 | 97.62 | 92.96 | 96.48 | 93.34 | |
| NanoNet-AParameters=235,425, FPS=28.352021.04 | 94.93 | 90.59 | 96.93 | 93.25 | 96.09 | 93.51 | |
| NanoNet-BParameters=132,049, FPS=27.392021.04 | 94.74 | 90.28 | 96.82 | 93.08 | 95.93 | 93.24 | |
| NanoNet-CParameters=36,561, FPS=29.482021.04 | 94.65 | 90.21 | 97.54 | 92.38 | 96.29 | 92.97 |