Table 6.

Overall comparison of tumor detection and classification with objectness score by the YOLOv5 models.

Image no.	Tumor classification				Objectness detection score
	Benign tumor 1	Benign tumor 2	Malignant tumor 1	Malignant Tumor 2	YOLOv5s	YOLOv5m	YOLOv5l
1	No	No	No	No	No score	No score	No score
2	No	No	No	No	No score	No score	No score
3	No	No	No	No	No score	No score	No score
4	Yes	No	No	No	0.52	0.66	0.82
5	Yes	No	No	No	0.79	0.79	0.81
6	No	No	Yes	No	0.90	0.92	0.93
7	No	No	Yes	No	0.86	0.88	0.91
8	Yes	Yes	No	No	0.79 and 0.82	0.83 and 0.83	0.84 and 0.84
9	Yes	Yes	No	No	0.79 and 0.81	0.81 and 0.82	0.83 and 0.84
10	Yes	No	Yes	No	0.80 and 0.86	0.81 and 0.87	0.81 and 0.88
11	No	Yes	No	Yes	0.79 and 0.91	0.82 and 0.93	0.84 and 0.94
12	No	No	Yes	Yes	0.86 and 0.87	0.88 and 0.84	0.90 and 0.85