Table 4 Comparison of different loss functions.
From: A lightweight improved YOLOv8 method for intelligent detection of pine wilt disease
Loss function | P (%) | R (%) | AP@0.5 (%) | AP@0.5:0.95 (%) |
|---|---|---|---|---|
Focal-IoU | 87.8 | 89.4 | 94.6 | 66.2 |
CIoU | 84.7 | 87.6 | 93.2 | 62.7 |
MDPIoU | 85.4 | 87.4 | 93.7 | 63.5 |
InnerIoU | 87.6 | 84.1 | 92.3 | 61.9 |
WISEIoU | 83.3 | 86.6 | 92.2 | 60.9 |
