Table 4 AHC-YOLO classification comparison experiment.
From: Detection of hydrophobicity grade of insulators based on AHC-YOLO algorithm
Arithmetic | Parameters/M | Top-1 Accuracy | GFLOPs |
|---|---|---|---|
YOLOv5 | 1.221 | 0.858 | 3.0 |
YOLOv6 | 2.966 | 0.821 | 8.0 |
YOLOv8 | 1.443 | 0.881 | 3.3 |
ResNet | 1.335 | 0.862 | 3.2 |
VGG16 | 138.36 | 0.803 | 15.47 |
RepViT | 2.814 | 0.857 | 7.0 |
AHC-YOLO | 0.874 | 0.925 | 1.9 |
