id	sid	eid	entity	type
fcis-31597	1	1	2832-6024	DATE
fcis-31597	2	1	13	CARDINAL
fcis-31597	2	2	2	CARDINAL
fcis-31597	2	3	2025 28	DATE
fcis-31597	2	4	li	PERSON
fcis-31597	2	5	fangjun liu * college	PERSON
fcis-31597	2	6	xinjiang vocational university of technology	ORG
fcis-31597	2	7	kashgar	GPE
fcis-31597	2	8	xinjiang	GPE
fcis-31597	2	9	china	GPE
fcis-31597	3	1	fangjun liu	PERSON
fcis-31597	4	1	nms	ORG
fcis-31597	6	1	yolo	PERSON
fcis-31597	7	1	two	CARDINAL
fcis-31597	8	1	first	ORDINAL
fcis-31597	9	1	dcnv2	ORG
fcis-31597	10	1	bcdm	PERSON
fcis-31597	10	2	pan/bifpn.	PRODUCT
fcis-31597	11	1	second	ORDINAL
fcis-31597	12	1	iou	PERSON
fcis-31597	14	1	post-nms mis	ORG
fcis-31597	16	1	1	CARDINAL
fcis-31597	16	2	1.1	CARDINAL
fcis-31597	21	1	nms	ORG
fcis-31597	24	1	iou	PERSON
fcis-31597	26	1	iou	PERSON
fcis-31597	27	1	iou	PERSON
fcis-31597	30	1	atss	ORG
fcis-31597	30	2	iou	PERSON
fcis-31597	30	3	10	CARDINAL
fcis-31597	33	1	29	CARDINAL
fcis-31597	35	1	1	CARDINAL
fcis-31597	39	1	one	CARDINAL
fcis-31597	40	1	three	CARDINAL
fcis-31597	40	2	bce	PERSON
fcis-31597	41	1	iou	PERSON
fcis-31597	44	1	1.2	CARDINAL
fcis-31597	45	1	iou	PERSON
fcis-31597	49	1	iou	PERSON
fcis-31597	50	1	two	CARDINAL
fcis-31597	53	1	panet	PERSON
fcis-31597	54	1	bifpn	ORG
fcis-31597	56	1	dcnv2	ORG
fcis-31597	60	1	yolo	ORG
fcis-31597	62	1	30	CARDINAL
fcis-31597	62	2	pisa reweights	ORG
fcis-31597	62	3	iou	PERSON
fcis-31597	62	4	localization quality[16	ORG
fcis-31597	67	1	one	CARDINAL
fcis-31597	69	1	1.3	CARDINAL
fcis-31597	78	1	yolov9	GPE
fcis-31597	79	1	one	CARDINAL
fcis-31597	80	1	1.4	CARDINAL
fcis-31597	83	1	bifpn.	ORG
fcis-31597	88	1	iou	PERSON
fcis-31597	94	1	2	CARDINAL
fcis-31597	94	2	2.1	CARDINAL
fcis-31597	95	1	two	CARDINAL
fcis-31597	95	2	one	CARDINAL
fcis-31597	95	3	1	CARDINAL
fcis-31597	98	1	2	CARDINAL
fcis-31597	101	1	1	CARDINAL
fcis-31597	103	1	31	CARDINAL
fcis-31597	104	1	2.2	CARDINAL
fcis-31597	105	1	2.2.1	CARDINAL
fcis-31597	106	1	bifpn	ORG
fcis-31597	111	1	2.2.2	CARDINAL
fcis-31597	112	1	1	CARDINAL
fcis-31597	112	2	1	CARDINAL
fcis-31597	113	1	𝑙′	PRODUCT
fcis-31597	115	1	1	CARDINAL
fcis-31597	117	1	3	CARDINAL
fcis-31597	118	1	2.2.3	CARDINAL
fcis-31597	119	1	⊙	ORG
fcis-31597	120	1	𝐷𝑜𝑤𝑛	GPE
fcis-31597	120	2	⊙	ORG
fcis-31597	121	1	2	CARDINAL
fcis-31597	121	2	1 1	CARDINAL
fcis-31597	121	3	3 3	CARDINAL
fcis-31597	124	1	2.2.4	CARDINAL
fcis-31597	128	1	1	CARDINAL
fcis-31597	128	2	0	CARDINAL
fcis-31597	128	3	3	CARDINAL
fcis-31597	128	4	one	CARDINAL
fcis-31597	131	1	condconv[18	ORG
fcis-31597	132	1	2.2.5	CARDINAL
fcis-31597	132	2	three	CARDINAL
fcis-31597	134	1	below 5%	PERCENT
fcis-31597	137	1	2.3	CARDINAL
fcis-31597	138	1	2.3.1	CARDINAL
fcis-31597	139	1	atss(optional	DATE
fcis-31597	140	1	𝐼𝑜𝑈	ORG
fcis-31597	140	2	4	CARDINAL
fcis-31597	145	1	2.3.2	CARDINAL
fcis-31597	145	2	three	CARDINAL
fcis-31597	145	3	three	CARDINAL
fcis-31597	145	4	1	CARDINAL
fcis-31597	145	5	first	ORDINAL
fcis-31597	147	1	⋅ 𝐵𝐶𝐸 𝜎 𝑠	DATE
fcis-31597	147	2	5	CARDINAL
fcis-31597	147	3	𝜎 𝑠	ORG
fcis-31597	148	1	32	CARDINAL
fcis-31597	149	1	iou	PERSON
fcis-31597	149	2	1	CARDINAL
fcis-31597	150	1	2	CARDINAL
fcis-31597	154	1	two	CARDINAL
fcis-31597	155	1	6	CARDINAL
fcis-31597	158	1	3	CARDINAL
fcis-31597	158	2	two	CARDINAL
fcis-31597	159	1	0	DATE
fcis-31597	159	2	𝜎	CARDINAL
fcis-31597	159	3	iou	PERSON
fcis-31597	160	1	iou	PERSON
fcis-31597	163	1	4	CARDINAL
fcis-31597	163	2	three	CARDINAL
fcis-31597	166	1	yolov10 for nms-free	ORG
fcis-31597	167	1	2.3.3	CARDINAL
fcis-31597	168	1	dfl	ORG
fcis-31597	168	2	ℒ ℒ ℒℐℴ𝒰	ORG
fcis-31597	168	3	∈	ORG
fcis-31597	168	4	9	CARDINAL
fcis-31597	168	5	dfl	ORG
fcis-31597	169	1	scalesensitive iou	ORG
fcis-31597	170	1	diou	ORG
fcis-31597	170	2	iou	PERSON
fcis-31597	173	1	3	CARDINAL
fcis-31597	173	2	3.1	CARDINAL
fcis-31597	174	1	2017	CARDINAL
fcis-31597	174	2	train2017	PERSON
fcis-31597	174	3	118k	CARDINAL
fcis-31597	174	4	5k	CARDINAL
fcis-31597	174	5	test2017	ORG
fcis-31597	175	1	0.50:0.95	CARDINAL
fcis-31597	176	1	iou=0.50	GPE
fcis-31597	176	2	ap50	ORG
fcis-31597	176	3	𝐴𝑃	GPE
fcis-31597	176	4	𝐴𝑃	GPE
fcis-31597	177	1	640×640	CARDINAL
fcis-31597	179	1	3.2	CARDINAL
fcis-31597	180	1	yolov8-s	PERSON
fcis-31597	181	1	44.9%	PERCENT
fcis-31597	181	2	coco val2017	GPE
fcis-31597	181	3	11.2	CARDINAL
fcis-31597	181	4	28.6	CARDINAL
fcis-31597	186	1	yolov8-s	PERSON
fcis-31597	188	1	yolov8	PERSON
fcis-31597	189	1	3.3	CARDINAL
fcis-31597	190	1	five	CARDINAL
fcis-31597	190	2	640	CARDINAL
fcis-31597	190	3	pgi	ORG
fcis-31597	190	4	33	CARDINAL
fcis-31597	192	1	yolov10-s	PERSON
fcis-31597	194	1	1	CARDINAL
fcis-31597	194	2	coco val2017	DATE
fcis-31597	194	3	640×640	CARDINAL
fcis-31597	194	4	yolov8-s(baseline	ORG
fcis-31597	194	5	44.9	CARDINAL
fcis-31597	194	6	28.6 12.0ms	CARDINAL
fcis-31597	194	7	46.8	CARDINAL
fcis-31597	194	8	26.4 2.49ms	CARDINAL
fcis-31597	194	9	46.3 7.2 21.6	QUANTITY
fcis-31597	194	10	46.9 11.5	PERCENT
fcis-31597	194	11	3.4	CARDINAL
fcis-31597	195	1	1	CARDINAL
fcis-31597	195	2	yolov8-s	PERSON
fcis-31597	195	3	44.9	CARDINAL
fcis-31597	195	4	coco val2017	GPE
fcis-31597	196	1	46.9	CARDINAL
fcis-31597	196	2	+2.0	ORG
fcis-31597	198	1	yolov10-s	PERSON
fcis-31597	198	2	46.3	CARDINAL
fcis-31597	198	3	46.8	CARDINAL
fcis-31597	199	1	yolov8-s.	PERSON
fcis-31597	200	1	1	CARDINAL
fcis-31597	202	1	3.5	CARDINAL
fcis-31597	205	1	2	CARDINAL
fcis-31597	206	1	44.9	CARDINAL
fcis-31597	207	1	about 45.8	CARDINAL
fcis-31597	207	2	45.4 ap	QUANTITY
fcis-31597	208	1	approximately 46.7 ap	QUANTITY
fcis-31597	208	2	two	CARDINAL
fcis-31597	209	1	roughly 1.8–2.0	CARDINAL
fcis-31597	214	1	2	CARDINAL
fcis-31597	214	2	yolov8-s	PERSON
fcis-31597	214	3	640×640	CARDINAL
fcis-31597	214	4	yolov8-s(baseline	ORG
fcis-31597	214	5	44.9	CARDINAL
fcis-31597	214	6	45.8	CARDINAL
fcis-31597	215	1	45.6	CARDINAL
fcis-31597	215	2	46.7 11.5 30	PERCENT
fcis-31597	215	3	2	CARDINAL
fcis-31597	221	1	4.	CARDINAL
fcis-31597	221	2	one	CARDINAL
fcis-31597	225	1	yolov8-s	PERSON
fcis-31597	225	2	44.9	CARDINAL
fcis-31597	225	3	46.9	CARDINAL
fcis-31597	226	1	34	CARDINAL
fcis-31597	226	2	below 5%	PERCENT
fcis-31597	227	1	nmsfree	CARDINAL
fcis-31597	229	1	xinjiang vocational university of technology	ORG
fcis-31597	230	1	xinjiang vocational university of technology	ORG
fcis-31597	231	1	coco	PERSON
fcis-31597	231	2	ultralytics yolov8	PERSON
fcis-31597	233	1	1	CARDINAL
fcis-31597	234	1	r. girshick	PERSON
fcis-31597	234	2	2020	DATE
fcis-31597	235	1	2	CARDINAL
fcis-31597	235	2	h. zhang	PERSON
fcis-31597	235	3	h. wang	PERSON
fcis-31597	235	4	f. dayoub	PERSON
fcis-31597	235	5	n. sunderhauf	PERSON
fcis-31597	237	1	2021	DATE
fcis-31597	237	2	8514–8523	CARDINAL
fcis-31597	238	1	3	CARDINAL
fcis-31597	238	2	z. ge	PERSON
fcis-31597	238	3	s. liu	PERSON
fcis-31597	238	4	f. wang	PERSON
fcis-31597	238	5	z. li	PERSON
fcis-31597	238	6	j. sun	PERSON
fcis-31597	238	7	yolo	PERSON
fcis-31597	238	8	2021	CARDINAL
fcis-31597	238	9	2021	CARDINAL
fcis-31597	239	1	4	CARDINAL
fcis-31597	239	2	c. wang	PERSON
fcis-31597	239	3	y. song, h. li	PERSON
fcis-31597	239	4	2024	DATE
fcis-31597	240	1	5	CARDINAL
fcis-31597	240	2	h. hu	PERSON
fcis-31597	240	3	s. lin	PERSON
fcis-31597	240	4	j. dai	PERSON
fcis-31597	240	5	arxiv:1811.11168	PRODUCT
fcis-31597	240	6	2018	DATE
fcis-31597	241	1	6	CARDINAL
fcis-31597	241	2	w. su	PERSON
fcis-31597	241	3	l. lu	PERSON
fcis-31597	243	1	2021	CARDINAL
fcis-31597	244	1	7	CARDINAL
fcis-31597	244	2	s. liu	PERSON
fcis-31597	244	3	l. qi	PERSON
fcis-31597	244	4	h. qin	PERSON
fcis-31597	244	5	j. shi	PERSON
fcis-31597	244	6	j. jia	PERSON
fcis-31597	245	1	2018	DATE
fcis-31597	246	1	8	CARDINAL
fcis-31597	246	2	r. hogan	PERSON
fcis-31597	247	1	jun. 2024	DATE
fcis-31597	248	1	9	CARDINAL
fcis-31597	248	2	z. zheng	PERSON
fcis-31597	248	3	p. wang	PERSON
fcis-31597	248	4	w. liu	PERSON
fcis-31597	249	1	aaai conf	ORG
fcis-31597	250	1	2020	DATE
fcis-31597	250	2	12993–13000	CARDINAL
fcis-31597	251	1	10	CARDINAL
fcis-31597	251	2	z. xu	PERSON
fcis-31597	251	3	c. zhang	PERSON
fcis-31597	251	4	z. li	PERSON
fcis-31597	251	5	oasl	PERSON
fcis-31597	251	6	238	CARDINAL
fcis-31597	251	7	122242	CARDINAL
fcis-31597	251	8	2024	DATE
fcis-31597	252	1	11	CARDINAL
fcis-31597	252	2	c. cam	PERSON
fcis-31597	252	3	e. akbas	PERSON
fcis-31597	252	4	f. porikli	PERSON
fcis-31597	254	1	iccv	GPE
fcis-31597	254	2	2021	DATE
fcis-31597	255	1	2980-2989	CARDINAL
fcis-31597	256	1	12	CARDINAL
fcis-31597	256	2	h. xu	PERSON
fcis-31597	256	3	x. zhao	PERSON
fcis-31597	256	4	w. yu	PERSON
fcis-31597	256	5	12	CARDINAL
fcis-31597	256	6	105679–105692	DATE
fcis-31597	256	7	2024	DATE
fcis-31597	257	1	13	CARDINAL
fcis-31597	258	1	lin	PERSON
fcis-31597	258	2	p. dollár	PERSON
fcis-31597	258	3	r. girshick	PERSON
fcis-31597	259	1	b. hariharan	PERSON
fcis-31597	259	2	s. belongie	PERSON
fcis-31597	259	3	2016	DATE
fcis-31597	260	1	14	CARDINAL
fcis-31597	260	2	s. liu	PERSON
fcis-31597	260	3	l. qi	PERSON
fcis-31597	260	4	h. qin	PERSON
fcis-31597	260	5	j. shi	PERSON
fcis-31597	260	6	j. jia	PERSON
fcis-31597	260	7	2018	DATE
fcis-31597	261	1	15	CARDINAL
fcis-31597	261	2	oct. 2019	DATE
fcis-31597	262	1	16	CARDINAL
fcis-31597	262	2	b. li	PERSON
fcis-31597	262	3	y. liu	PERSON
fcis-31597	262	4	w. ouyang	PERSON
fcis-31597	262	5	2019	DATE
fcis-31597	263	1	17	CARDINAL
fcis-31597	263	2	h. hu	PERSON
fcis-31597	263	3	s. lin	PERSON
fcis-31597	263	4	j. dai	PERSON
fcis-31597	264	1	2019	DATE
fcis-31597	264	2	9308	CARDINAL
fcis-31597	264	3	9316	DATE
fcis-31597	265	1	18	CARDINAL
fcis-31597	265	2	b. yang	PERSON
fcis-31597	265	3	g. bender	PERSON
fcis-31597	265	4	q. v. le	PERSON
fcis-31597	265	5	j. ngiam	PERSON
fcis-31597	265	6	32, 2019	DATE