Table 2 Comparison of experimental results for combined models.
From: Small target detection in UAV view based on improved YOLOv8 algorithm
Model | mAP 50/% | mAP 50–95/% | Computation/GFLOPS |
|---|---|---|---|
Yolov8n | 98.2 | 92.4 | 8.0 |
Yolov8n-attention | 98.2 | 92.1 | 8.0 |
Yolov8n-slimneck | 97.9 | 92.4 | 7.2 |
Yolov8n-efficientVit | 97.2 | 89.6 | 9.3 |
Yolov8n-BiFPN-C3Ghost | 98.7 | 92.5 | 6.4 |
