As we can observe, the improved YOLOv5m model achieved the best smoke detection performance on our wildfire smoke dataset in terms of the AP, AP50, AP75, APS, APM, and APL evaluation metrics. 4.3. Ablation Study Ablation experiments are developed to confirm whether or not the SPPF+ and ...