Table 2. Adherence assessment performance on curated dataset.

Metrics	Proposed	YOLOv12a	Faster R-CNNb
Accuracy	0.917	0.600	0.183
Sensitivity	0.933	0.467	0.067
Specificity	0.900	0.733	0.300

^aYOLOv12: You Only Look Once version 12.

^bR-CNN: Region-based Convolutional Neural Network