数据集 | 网络结构 | 精确率(P) | 召回率(R) | 精度AP50 | 精度AP50-95 |
Dataset1 | FS-YOLOv5s + CBAM_L1 | 0.557 | 1 | 0.912 | 0.696 |
FS-YOLOv5s + CBAM_L2 | 0.346 | 0.75 | 0.79 | 0.611 | |
FS-YOLOv5s + CBAM_L3 | 0.775 | 1 | 0.995 | 0.821 | |
Dataset2 | FS-YOLOv5s + CBAM_L1 | 0.981 | 0.9 | 0.986 | 0.665 |
FS-YOLOv5s + CBAM_L2 | 0.882 | 1 | 0.968 | 0.673 | |
FS-YOLOv5s + CBAM_L3 | 0.997 | 1 | 0.995 | 0.634 |