Table 1 Results of ablation experiments on the WCYZ.
From: A semantic feature enhanced YOLOv5-based network for polyp detection from colonoscopy images
Group | CFA | CAM | P-C3 | Parameters | Precision | Recall | F-score | Time (s) |
|---|---|---|---|---|---|---|---|---|
1 | 7055192 | 0.871 | 0.877 | 0.874 | 0.025 | |||
2 | \(\checkmark\) | 21520118 | 0.874 | 0.902 | 0.888 | 0.029 | ||
3 | \(\checkmark\) | \(\checkmark\) | 21697294 | 0.882 | 0.911 | 0.896 | 0.031 | |
4 | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 22933134 | 0.916 | 0.923 | 0.919 | 0.034 |
