Table 2.
Models | mAP@0.5 | mAP@[0.5:0.95] | Precision | Recall | F1 |
---|---|---|---|---|---|
Faster R-CNN | 82.93% | 57.25% | 69.34% | 90.24% | 78.42% |
RetinaNet | 93.67% | 67.90% | 90.77% | 92.56% | 91.66% |
SSD | 92.81% | 65.46% | 86.12% | 89.50% | 87.78% |
YOLOv7 | 94.64% | 69.19% | 93.69% | 91.41% | 92.54% |
Citrus-YOLOv7 | 97.29% | 74.83% | 94.25% | 93.37% | 93.81% |