Table 2 Ablation experiment findings.
From: An improved lightweight algorithm for traffic sign detection
Model | mAP (%) | Recall (%) | FLOPs/G | Parameters |
|---|---|---|---|---|
YOLOv8n | 83.0 | 74.7 | 8.1 | 3.0 |
YOLOv8n + SCC2f | 82.4 | 74.3 | 7.4 | 2.6 |
YOLOv8n + SCC2f + AFPN | 85.9 | 77.6 | 7.4 | 2.6 |
YOLOv8n + SCC2f + AFPN + LSKA (YOLO-SAL) | 87.9 | 80.7 | 7.4 | 2.6 |
