Table 4 Comparative model results.
From: A deep learning-based approach for axle counter in free-flow tolling systems
Model | Precision | Recall | mAP @0.50 | mAP @0.50:0.95 | FLOPs |
|---|---|---|---|---|---|
YOLOv5m | 0.994 | 0.982 | 0.994 | 0.800 | 49.0 |
YOLOv6m | 0.990 | 0.832 | 0.989 | 0.792 | 82.2 |
YOLOv7x | 0.979 | 0.923 | 0.975 | 0.665 | 189.9 |
YOLOv8m | 0.992 | 0.980 | 0.994 | 0.820 | 78.9 |
