Table 3.

Value of GPI for all models.

Model	mAP@0.5 (%)	mAP@.5:.95 (%)	GFLOPs	Params	GPI	Rank
YOLO-FastestV2	67.57	55.10	0.38	0.24	0.00	14
YOLO-FastestV2-ECA1	70.41	60.00	0.38	0.24	0.60	6
YOLO-FastestV2-ECA2	67.78	55.12	0.38	0.24	0.03	13
YOLO-FastestV2-LSKA1	67.97	57.03	0.4	0.24	0.09	12
YOLO-FastestV2-LSKA2	69.93	58.90	0.39	0.28	0.42	10
YOLO-FastestV2-EMA1	68.58	56.63	0.4	0.24	0.17	11
YOLO-FastestV2-EMA2	69.77	58.76	0.39	0.24	0.44	9
YOLO-FastestV2-ECA-LSKA	70.23	59.26	0.39	0.28	0.48	8
YOLO-FastestV2-ECA-EMA	71.58	61.41	0.39	0.24	0.81	3
YOLO-FastestV2-LSKA-LSKA	70.59	59.85	0.41	0.28	0.52	7
YOLO-FastestV2-LSKA-EMA	71.07	60.68	0.41	0.25	0.66	5
YOLO-FastestV2-SimLightFPN	70.75	60.66	0.38	0.24	0.67	4
YOLO-FastestV2-SimLightFPN-LSKA-EMA	72.00	61.71	0.41	0.25	0.84	2
YOLO-FastestV2-SimLightFPN-ECA-EMA	71.76	61.46	0.39	0.24	0.84	1