Table 4 Performances of different loss functions
From: SDES-YOLO: A high-precision and lightweight model for fall detection in complex environments
IoU | Precision % | Recall % | mAP@0.5 % |
|---|---|---|---|
IoU | 84.0 | 72.9 | 83.4 |
GIoU | 76.6 | 77.7 | 81.6 |
DIoU | 78.2 | 78.2 | 83.6 |
EIoU | 77.2 | 78.4 | 82.9 |
SIoU | 79.8 | 75.8 | 82.3 |
CIoU | 82.8 | 74.9 | 84.1 |
WIoU | 83.8 | 78.2 | 84.2 |
Ours | 84.3 | 76.0 | 85.1 |
