Table 2 Comparison of the number of CPAM modules.
From: DSF-YOLO for robust multiscale traffic sign detection under adverse weather conditions
Method | Number | P | R | mAP | F1 |
---|---|---|---|---|---|
YOLOv8n + Improved Neck(NO CPAM) | 0 | 0.649 | 0.655 | 0.666 | 0.65 |
YOLOv8n + Improved Neck(P3 CPAM) | 1 | 0.680 | 0.627 | 0.674 | 0.64 |
YOLOv8n + Improved Neck(P2 CPAM) | 1 | 0.680 | 0.623 | 0.678 | 0.64 |
DSF-YOLO(All CPAM) | 2 | 0.691 | 0.642 | 0.702 | 0.66 |