Table 3 AHC-YOLO detection comparison experiment.
From: Detection of hydrophobicity grade of insulators based on AHC-YOLO algorithm
Arithmetic | Parameters/M | mAP | GFLOPs |
|---|---|---|---|
YOLOv5 | 2.510 | 0.796 | 7.1 |
YOLOv6 | 4.239 | 0.847 | 11.9 |
YOLOv8 | 3.012 | 0.867 | 8.1 |
RT-DETR | 29.278 | 0.862 | 105.2 |
RetinaNet | 40.8 | 0.775 | 48.8 |
Faster RCNN | 41.3 | 0.803 | 251.4 |
AHC-YOLO | 1.862 | 0.917 | 5.8 |
