Table 2 Results from ablation experiments.
From: Enhanced multiscale plant disease detection with the PYOLO model innovations
Model | Precision (%) | Recall (%) | F1 (%) | mAP (%) |
|---|---|---|---|---|
YOLOv8n | 89.0 | 88.2 | 88.6 | 93.9 |
YOLOv8n + EC2f | 90.8 | 90.6 | 90.7 | 95.8 |
YOLOv8n + EC2f + MHC2f | 93.2 | 92.3 | 92.7 | 97.1 |
PYOLO | 95.7 | 93.7 | 94.7 | 98.0 |
