Table 6 Verify the applicability of our attentional feature fusion module on the up-to-date object detectors
From: Gastric polyp detection module based on improved attentional feature fusion
Method | MAP@0.5 (%) | MAP@0.5:0.95 (%) | P (%) | R (%) |
|---|---|---|---|---|
YOLOv5 | 94.1 | 63.5 | 85.6 | 91.9 |
YOLOv5+our attentional feature fusion model | 95.1 | 63.9 | 85.0 | 93.3 |
YOLOv7 | 90.5 | 59.4 | 89.3 | 83.4 |
YOLOv7+our attentional feature fusion model | 90.7 | 60.1 | 90.9 | 81.4 |
YOLOv8 | 92.2 | 64.4 | 94.1 | 85.0 |
YOLOv8+our attentional feature fusion model | 94.3 | 68.3 | 94.7 | 89.8 |