Automatic detection of developmental stages of molar teeth with deep learning

BMC Oral Health

Table 3 Models class-wise results

Models	Precision				Recall				F1-Score
Models	M1	M2	M3	M4	M1	M2	M3	M4	M1	M2	M3	M4
Cascade R-CNN	0.72	0.86	0.83	0.89	1.00	0.69	0.74	0.99	0.84	0.77	0.78	0.94
YOLOv3	0.71	0.86	0.76	0.89	0.83	0.64	0.72	0.90	0.77	0.73	0.74	0.89
HTC	0.76	0.79	0.83	0.90	0.97	0.70	0.72	0.99	0.85	0.77	0.77	0.94
DetectoRS	0.71	0.84	0.80	0.87	0.96	0.65	0.73	0.98	0.82	0.73	0.76	0.92
SSD	0.63	0.68	0.61	0.73	0.45	0.63	0.57	0.93	0.53	0.65	0.58	0.82
EfficientNet	0.56	0.73	0.69	0.75	0.89	0.66	0.65	0.90	0.70	0.69	0.67	0.82
NAS-FPN	0.60	0.74	0.76	0.90	0.94	0.69	0.60	0.90	0.73	0.71	0.67	0.90
Deformable DETR	0.78	0.88	0.85	0.94	0.97	0.72	0.76	0.96	0.86	0.79	0.80	0.92
PAA	0.51	0.75	0.72	0.75	0.90	0.65	0.69	0.93	0.65	0.69	0.70	0.83

ISSN: 1472-6831