[Retracted] Visual Identification of Mobile App GUI Elements for Automated Robotic Testing

Table 3

Results of the detection on the datasets (IOU > 0.5).

Dataset	Model	Average precision (%)									mAP (%)	FPS
		Button	CheckBox	EditText	ImageButton	ImageView	RadioButton	SeekBar	Switch	TextView
Original dataset	YOLOv3	65.74	39.23	46.74	70.95	61.03	42.45	80.31	85.25	68.54	62.25	26
	Faster R-CNN	67.90	48.63	56.44	75.38	65.76	57.57	82.23	86.95	72.63	68.16	0.25
Refined dataset	YOLOv3	74.09	86.71	86.62	79.54	64.26	86.43	83.29	87.87	72.95	80.20	26
	Faster R-CNN	74.58	87.96	86.67	81.03	76.65	86.49	84.12	89.66	73.70	81.33	0.25