Table 3 Comparison of adding Coordinate Attention to different detection heads in MRD-YOLO
Small | Medium | Large | mAP(%) | Parameters(M) | FLOPs(G) | FPS(GPU) |
|---|---|---|---|---|---|---|
\(\checkmark\) | Â | Â | 96.8 | 2.05 | 4.8 | 63.98 |
| Â | \(\checkmark\) | Â | 97.0 | 2.05 | 4.8 | 65.02 |
| Â | Â | \(\checkmark\) | 96.9 | 2.05 | 4.8 | 63.81 |
\(\checkmark\) | \(\checkmark\) | Â | 97.1 | 2.05 | 4.8 | 61.31 |
| Â | \(\checkmark\) | \(\checkmark\) | 96.6 | 2.06 | 4.8 | 61.44 |
\(\checkmark\) | Â | \(\checkmark\) | 97.0 | 2.05 | 4.8 | 62.09 |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 97.4 | 2.06 | 4.8 | 61.74 |