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Evaluation of detection accuracy for different attention mechanisms.
| mAP/% | Accuracy/% | Precision/% | Recall/% | FPS/(sheets/s) | |
|---|---|---|---|---|---|
| YOLO v4 | 77.81 | 85.13 | 83.38 | 65.25 | 52.53 |
| ECA-YOLO v4 | 79.00 | 91.33 | 83.75 | 68.26 | 51.98 |
| SENet-YOLO v4 | 79.29 | 91.57 | 83.74 | 69.95 | 49.78 |
| CBAM-YOLO v4 | 79.07 | 91.15 | 85.22 | 65.91 | 53.1 |
