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Experimental results of different attention modules with YOLOv8-C2f-Faster.
| Model | Precision/% | Recall/% | mAP@50/% |
|---|---|---|---|
| YOLOv8-C2f-Faster-SE | 62.1 | 76.6 | 79.3 |
| YOLOv8-C2f-Faster-CA | 48.3 | 78.5 | 73.1 |
| YOLOv8-C2f-Faster-ECA | 67.6 | 75.9 | 75.3 |
| Our model | 79.2 | 79.8 | 84.6 |
