id	sid	eid	entity	type
fcis-30136	1	1	2832-6024	DATE
fcis-30136	2	1	11	CARDINAL
fcis-30136	2	2	3	CARDINAL
fcis-30136	2	3	85	CARDINAL
fcis-30136	2	4	yolov8 dongxuan huang	PERSON
fcis-30136	2	5	mingge sun *	PERSON
fcis-30136	2	6	jiaxuan chai	PERSON
fcis-30136	2	7	jilin institute of chemical technology	ORG
fcis-30136	2	8	jilin	GPE
fcis-30136	2	9	jilin 132022	GPE
fcis-30136	2	10	china	GPE
fcis-30136	2	11	mingge sun	PERSON
fcis-30136	3	1	yolov8	PERSON
fcis-30136	4	1	ema	ORG
fcis-30136	5	1	yolov8	ORG
fcis-30136	5	2	89.7%	PERCENT
fcis-30136	5	3	27.2%	PERCENT
fcis-30136	6	1	yolov8	PERSON
fcis-30136	7	1	1.	CARDINAL
fcis-30136	7	2	china	GPE
fcis-30136	7	3	fourth	ORDINAL
fcis-30136	8	1	china	GPE
fcis-30136	8	2	china	GPE
fcis-30136	8	3	north china	LOC
fcis-30136	8	4	southwest china	LOC
fcis-30136	9	1	1-2	CARDINAL
fcis-30136	10	1	3	CARDINAL
fcis-30136	14	1	4	CARDINAL
fcis-30136	16	1	g et al	PERSON
fcis-30136	17	1	95%	PERCENT
fcis-30136	17	2	85%	PERCENT
fcis-30136	17	3	6	CARDINAL
fcis-30136	18	1	liu yijun et al	PERSON
fcis-30136	19	1	7	CARDINAL
fcis-30136	20	1	j et al	PERSON
fcis-30136	20	2	cnn	ORG
fcis-30136	22	1	96.09%	PERCENT
fcis-30136	22	2	8	CARDINAL
fcis-30136	23	1	zhang w et al	PERSON
fcis-30136	24	1	f1	PERSON
fcis-30136	24	2	88.33%	PERCENT
fcis-30136	24	3	85.97%	PERCENT
fcis-30136	24	4	91.18%	PERCENT
fcis-30136	24	5	87.13%	PERCENT
fcis-30136	25	1	9	CARDINAL
fcis-30136	26	1	yolov8	ORG
fcis-30136	27	1	dynamicconv	ORG
fcis-30136	27	2	ema	ORG
fcis-30136	29	1	2	CARDINAL
fcis-30136	29	2	yolov8 yolov8	PERSON
fcis-30136	29	3	2023	CARDINAL
fcis-30136	30	1	yolov8	PERSON
fcis-30136	30	2	1	CARDINAL
fcis-30136	30	3	five	CARDINAL
fcis-30136	31	1	yolov8	PRODUCT
fcis-30136	31	2	elan	ORG
fcis-30136	32	1	10	CARDINAL
fcis-30136	33	1	cbs	ORG
fcis-30136	35	1	yolov8	PERSON
fcis-30136	36	1	86	CARDINAL
fcis-30136	36	2	1	CARDINAL
fcis-30136	37	1	3	CARDINAL
fcis-30136	37	2	yolov8 3.1	PERSON
fcis-30136	38	1	dynamicconv	ORG
fcis-30136	38	2	3×3	CARDINAL
fcis-30136	38	3	11	CARDINAL
fcis-30136	39	1	the dynamicconv module	ORG
fcis-30136	40	1	dynamicconv	ORG
fcis-30136	41	1	dynamicconv enriches feature	ORG
fcis-30136	42	1	2	CARDINAL
fcis-30136	44	1	first	ORDINAL
fcis-30136	45	1	two	CARDINAL
fcis-30136	48	1	1	CARDINAL
fcis-30136	49	1	1	CARDINAL
fcis-30136	49	2	2	CARDINAL
fcis-30136	49	3	3	CARDINAL
fcis-30136	50	1	2	CARDINAL
fcis-30136	50	2	3	CARDINAL
fcis-30136	52	1	1	CARDINAL
fcis-30136	52	2	4	CARDINAL
fcis-30136	52	3	4	CARDINAL
fcis-30136	54	1	2	CARDINAL
fcis-30136	54	2	dynamicconv	ORG
fcis-30136	54	3	87 3.2	DATE
fcis-30136	62	1	only one	CARDINAL
fcis-30136	64	1	two	CARDINAL
fcis-30136	66	1	3	CARDINAL
fcis-30136	66	2	3	CARDINAL
fcis-30136	66	3	3.3	CARDINAL
fcis-30136	67	1	4	CARDINAL
fcis-30136	67	2	vov-gscsp	ORG
fcis-30136	68	1	yolov8	ORG
fcis-30136	69	1	yolov8	PRODUCT
fcis-30136	70	1	gs bottlenecks	PERSON
fcis-30136	71	1	88	CARDINAL
fcis-30136	73	1	gs	ORG
fcis-30136	74	1	vov-gscsp	ORG
fcis-30136	74	2	one	CARDINAL
fcis-30136	78	1	4	CARDINAL
fcis-30136	78	2	3.4	CARDINAL
fcis-30136	79	1	ema	ORG
fcis-30136	81	1	ema	ORG
fcis-30136	82	1	5	CARDINAL
fcis-30136	82	2	x_avg_pool	ORG
fcis-30136	82	3	1d	CARDINAL
fcis-30136	83	1	ema	ORG
fcis-30136	83	2	three	CARDINAL
fcis-30136	83	3	two	CARDINAL
fcis-30136	83	4	1×1	CARDINAL
fcis-30136	83	5	1d	CARDINAL
fcis-30136	83	6	third	ORDINAL
fcis-30136	83	7	3×3	CARDINAL
fcis-30136	83	8	3×3	CARDINAL
fcis-30136	86	1	5	CARDINAL
fcis-30136	86	2	ema	ORG
fcis-30136	86	3	4	CARDINAL
fcis-30136	87	1	4.1	CARDINAL
fcis-30136	88	1	6	CARDINAL
fcis-30136	89	1	five	CARDINAL
fcis-30136	89	2	89	CARDINAL
fcis-30136	89	3	11	CARDINAL
fcis-30136	90	1	2.2.1	CARDINAL
fcis-30136	91	1	12th	ORDINAL
fcis-30136	91	2	3060	CARDINAL
fcis-30136	91	3	6	CARDINAL
fcis-30136	92	1	16	CARDINAL
fcis-30136	92	2	2023	CARDINAL
fcis-30136	92	3	3.11	CARDINAL
fcis-30136	92	4	12.1	CARDINAL
fcis-30136	93	1	4.2	CARDINAL
fcis-30136	93	2	6	CARDINAL
fcis-30136	94	1	8,003	CARDINAL
fcis-30136	94	2	five	CARDINAL
fcis-30136	95	1	640×640	CARDINAL
fcis-30136	96	1	8:1:1	CARDINAL
fcis-30136	97	1	4.3	CARDINAL
fcis-30136	99	1	5	CARDINAL
fcis-30136	99	2	7	CARDINAL
fcis-30136	100	1	5 6 ∑	QUANTITY
fcis-30136	101	1	4.4	CARDINAL
fcis-30136	101	2	1	CARDINAL
fcis-30136	101	3	the unimproved yolov8 algorithm	ORG
fcis-30136	101	4	86.4%	PERCENT
fcis-30136	101	5	yolov8	ORG
fcis-30136	101	6	89.7%	PERCENT
fcis-30136	101	7	3.3	CARDINAL
fcis-30136	102	1	89.1%	PERCENT
fcis-30136	102	2	88.8%	PERCENT
fcis-30136	102	3	89.5%	PERCENT
fcis-30136	102	4	2.7%	PERCENT
fcis-30136	102	5	2.4%	PERCENT
fcis-30136	102	6	3.1%	PERCENT
fcis-30136	102	7	yolov8	ORG
fcis-30136	103	1	4	CARDINAL
fcis-30136	105	1	2	CARDINAL
fcis-30136	106	1	3	CARDINAL
fcis-30136	107	1	1	CARDINAL
fcis-30136	108	1	1	CARDINAL
fcis-30136	108	2	dynamicconv sac vovgscsp ema	ORG
fcis-30136	109	1	yolov8 × × × ×	ORG
fcis-30136	109	2	90.0 80.0	CARDINAL
fcis-30136	109	3	1 √	ORG
fcis-30136	111	1	94.1 88.0	CARDINAL
fcis-30136	111	2	2 √ √ × ×	ORG
fcis-30136	111	3	88.8 88.3	CARDINAL
fcis-30136	111	4	3	CARDINAL
fcis-30136	111	5	94.3 88.4	CARDINAL
fcis-30136	111	6	4	CARDINAL
fcis-30136	111	7	85.0 87.6	CARDINAL
fcis-30136	111	8	77.5	CARDINAL
fcis-30136	111	9	89.1	CARDINAL
fcis-30136	111	10	89.1	CARDINAL
fcis-30136	111	11	88.3	CARDINAL
fcis-30136	111	12	83.4	CARDINAL
fcis-30136	111	13	82.2	CARDINAL
fcis-30136	111	14	5.9 4.5	CARDINAL
fcis-30136	112	1	12	CARDINAL
fcis-30136	113	1	13	CARDINAL
fcis-30136	114	1	15	CARDINAL
fcis-30136	114	2	2	CARDINAL
fcis-30136	117	1	16%	PERCENT
fcis-30136	117	2	90.6%	PERCENT
fcis-30136	118	1	yolov5	PERSON
fcis-30136	118	2	yolov8	PERSON
fcis-30136	118	3	1.9%	PERCENT
fcis-30136	118	4	2.3%	PERCENT
fcis-30136	118	5	16.9%	PERCENT
fcis-30136	118	6	28.1%	PERCENT
fcis-30136	121	1	90	CARDINAL
fcis-30136	121	2	2	CARDINAL
fcis-30136	121	3	79.9	CARDINAL
fcis-30136	121	4	63.1	CARDINAL
fcis-30136	121	5	73.7	CARDINAL
fcis-30136	121	6	62.7 134	CARDINAL
fcis-30136	121	7	82.6 75.3	CARDINAL
fcis-30136	121	8	74.6	CARDINAL
fcis-30136	121	9	369.8	CARDINAL
fcis-30136	121	10	94.2	CARDINAL
fcis-30136	121	11	88.8	CARDINAL
fcis-30136	121	12	7.1	CARDINAL
fcis-30136	121	13	91.5	CARDINAL
fcis-30136	121	14	88.7	CARDINAL
fcis-30136	121	15	87.4	CARDINAL
fcis-30136	121	16	89.5	CARDINAL
fcis-30136	121	17	yolov8	PRODUCT
fcis-30136	122	1	89.7%	PERCENT
fcis-30136	122	2	3.3%	PERCENT
fcis-30136	124	1	27.2%	PERCENT
fcis-30136	128	1	1	CARDINAL
fcis-30136	128	2	tang jianzhao	PERSON
fcis-30136	128	3	wang jing	PERSON
fcis-30136	128	4	xiao dengpan	PERSON
fcis-30136	130	1	scientia agricultura	ORG
fcis-30136	130	2	932	CARDINAL
fcis-30136	131	1	2	CARDINAL
fcis-30136	131	2	hao ruoshi	PERSON
fcis-30136	131	3	lyu jianfei	GPE
fcis-30136	131	4	wang aoxue	PERSON
fcis-30136	131	5	china	GPE
fcis-30136	133	1	outlook,2024,20(01):7-12	CARDINAL
fcis-30136	134	1	3	CARDINAL
fcis-30136	134	2	li zhonghui	PERSON
fcis-30136	134	3	zhang haocheng	PERSON
fcis-30136	134	4	wang xiuli	PERSON
fcis-30136	135	1	china	GPE
fcis-30136	137	1	79-85	DATE
fcis-30136	138	1	4	CARDINAL
fcis-30136	138	2	liang jurong	PERSON
fcis-30136	138	3	huang biao	PERSON
fcis-30136	138	4	tian haijiang	PERSON
fcis-30136	140	1	hans journal	PERSON
fcis-30136	140	2	2021	CARDINAL
fcis-30136	140	3	11	CARDINAL
fcis-30136	140	4	138	CARDINAL
fcis-30136	141	1	5	CARDINAL
fcis-30136	141	2	li qi	PERSON
fcis-30136	141	3	wang jun.	PERSON
fcis-30136	142	1	2019	DATE
fcis-30136	142	2	19(25	ORG
fcis-30136	142	3	273	CARDINAL
fcis-30136	143	1	6	CARDINAL
fcis-30136	144	1	2024	CARDINAL
fcis-30136	144	2	1-15	CARDINAL
fcis-30136	145	1	7	CARDINAL
fcis-30136	145	2	liu yijun.	PERSON
fcis-30136	148	1	chinese	NORP
fcis-30136	148	2	10.27629	CARDINAL
fcis-30136	148	3	gznjk	PERSON
fcis-30136	149	1	2023.000009	CARDINAL
fcis-30136	150	1	8	CARDINAL
fcis-30136	150	2	nayan	PERSON
fcis-30136	150	3	m. potato	PERSON
fcis-30136	151	1	2023	CARDINAL
fcis-30136	151	2	27(9	DATE
fcis-30136	151	3	27	CARDINAL
fcis-30136	152	1	9	CARDINAL
fcis-30136	152	2	zhang w	PERSON
fcis-30136	152	3	yuelin	GPE
fcis-30136	153	1	inmateh	PERSON
fcis-30136	153	2	2022	CARDINAL
fcis-30136	154	1	10	CARDINAL
fcis-30136	154	2	liao h y m. yolov7:	ORG
fcis-30136	154	3	detectors[c]//proceedings	ORG
fcis-30136	155	1	2023	CARDINAL
fcis-30136	155	2	7464-7475	DATE
fcis-30136	156	1	11	CARDINAL
fcis-30136	156	2	upadhyay	PERSON
fcis-30136	156	3	zhang y	PERSON
fcis-30136	156	4	2024	CARDINAL
fcis-30136	157	1	12	CARDINAL
fcis-30136	157	2	liu w	PERSON
fcis-30136	157	3	2016	DATE
fcis-30136	157	4	14th	ORDINAL
fcis-30136	157	5	european	NORP
fcis-30136	157	6	amsterdam	GPE
fcis-30136	157	7	netherlands	GPE
fcis-30136	157	8	october 11–14	DATE
fcis-30136	157	9	2016	DATE
fcis-30136	157	10	14	CARDINAL
fcis-30136	158	1	2016	CARDINAL
fcis-30136	158	2	21	CARDINAL
fcis-30136	159	1	13	CARDINAL
fcis-30136	159	2	shih k h	ORG
fcis-30136	159	3	t	GPE
fcis-30136	159	4	lin j	PERSON
fcis-30136	160	1	2019	DATE
fcis-30136	160	2	31(6	CARDINAL
fcis-30136	160	3	2164	CARDINAL
fcis-30136	161	1	14	CARDINAL
fcis-30136	161	2	zhu x	PERSON
fcis-30136	161	3	lyu s	PERSON
fcis-30136	161	4	wang x	PERSON
fcis-30136	162	1	tph-yolov5	PERSON
fcis-30136	162	2	yolov5	PERSON
fcis-30136	163	1	2021	CARDINAL
fcis-30136	163	2	2778-2788	CARDINAL
fcis-30136	164	1	15	CARDINAL
fcis-30136	164	2	chen h	PERSON
fcis-30136	164	3	liu l	PERSON
fcis-30136	165	1	arxiv	ORG
fcis-30136	165	2	14458	DATE
fcis-30136	165	3	2024	DATE