Table 4 Experimental results of the ablation experiment.
From: YOLO-DP: A detection model of fifteen common rice diseases and pests
Model | Precision (%) | Recall (%) | mAP50 (%) | mAP95 (%) |
|---|---|---|---|---|
YOLOv8n | 79.0 | 70.7 | 74.9 | 46.1 |
YOLOv8n + EIoU | 78.3 | 72.5 | 76.2 | 47.7 |
YOLOv8n + Triplet Attention | 79.0 | 72.3 | 76.4 | 47.4 |
YOLOv8n + WTConv | 79.2 | 71.4 | 75.7 | 48.0 |
YOLOv8n + GLSA | 80.6 | 71.8 | 76.2 | 48.9 |
