Table 5 F1-score results (mean and standard deviation) of the five-fold cross-validation evaluated on the consensus test set. The best metrics are highlighted in bold
From: AI-Dentify: deep learning for proximal caries detection on bitewing x-ray - HUNT4 Oral Health Study
Model | Enamel caries | Dentine caries | Secondary lesion | mF1 |
|---|---|---|---|---|
YOLOv5 M | 0.513 ± 0.011 | 0.588 ± 0.019 | 0.563 ± 0.029 | 0.555 ± 0.011 |
RetinaNet | 0.234 ± 0.032 | 0.312 ± 0.015 | 0.228 ± 0.027 | 0.258 ± 0.013 |
EfficientDet D0 | 0.465 ± 0.055 | 0.459 ± 0.021 | 0.444 ± 0.006 | 0.456 ± 0.017 |
EfficientDet D1 | 0.533 ± 0.021 | 0.561 ± 0.020 | 0.507 ± 0.028 | 0.534 ± 0.019 |