Table 2 Ablation study results.
Model | mAP (%) | Recall (%) | FLOPs/G | Parameters(M) |
---|---|---|---|---|
YOLOv8n | 88.7 | 88.3 | 8.1 | 3.0 |
YOLOv8n + GhostConv | 87.9 | 87.5 | 7.5 | 2.7 |
YOLOv8n + GhostConv + EC2f. | 92.4 | 91.8 | 7.5 | 2.7 |
YOLOv8n + GhostConv + EC2f. + BiFPN (GEB-YOLO) | 95.5 | 93.4 | 7.5 | 2.7 |