Table 10 Detection performance comparison.

From: From image to insight deep learning solutions for accurate identification and object detection of Acorus species slices

Model

Pecision (%)

Recall rate (%)

mAP50 (%)

YOLOv8

98.6

90.8

94.1

YOLOv8 + Attention

98.9

91.5

95.3