Table 3.
Pruning rate experiments.
| Pruning Rate | Precision(%) | Recall(%) | mAP50(%) | mAP50-95(%) | Params/(M) |
|---|---|---|---|---|---|
| 0.25 | 59.3 | 59.3 | 58.3 | 24.6 | 1.05 |
| 0.5 | 85.7 | 82.2 | 87.5 | 84 | 2.41 |
| 0.75 | 79.5 | 79.6 | 84.6 | 81.6 | 5.36 |
The bold values correspond to the optimal pruning rates achieved for each model configuration.