Human in Events

Track-1: Multi-person Motion Tracking in Complex Events (with Private Detection)
Trackers with "(Baseline)" in the name are submitted by the HiEve team. Results are obtained by running their official code.
Team Name	MOTA	w_MOTA	IDF1	MT	ML	FP	FN	ID_Sw	ID_Sw_DT	Frag	MOTP
ByteTrack	61.6720	56.4451	63.1294	38.3001	21.6159	2822	22852	1031	91	1266	78.0294
ByteTrack	Y Zhang, P Sun, Y Jiang, D Yu, Z Yuan, P Luo, .... ByteTrack: Multi-Object Tracking by Associating Every Detection Box. arXiv 2110.06864
Evolver	60.9200	56.0377	67.4734	31.6894	28.1217	1084	25568	577	85	673	81.3396
Evolver	Anonymous submission
Adaptive FairMOT (MM'20 GC Submission)	60.2282	54.6567	60.0026	41.2382	20.2518	4530	21292	1889	97	1808	74.9261
Adaptive FairMOT (MM'20 GC Submission)	B Chen,W Huang,C Lin,Z Huang, A Wu,W Zheng, iSEE-SYSU. Transductive Multi-Object Tracking in Complex Events by Interactive Self-Training. In ACM MM'20
crowdhuman	59.9354	54.7660	62.7748	39.9790	21.3012	4315	22454	1146	90	1368	78.6266
crowdhuman	Anonymous submission
Evolver	56.9932	52.1109	64.7523	24.7639	28.7513	2331	27072	562	85	718	80.1758
Evolver	Anonymous submission
BN byte	56.6832	51.7435	61.0088	35.1522	22.2455	5725	23191	1265	86	1479	77.9438
BN byte	Anonymous submission
test	56.3732	51.8356	61.5404	26.1280	35.8867	1866	27827	704	79	1443	80.8650
test	Anonymous submission
JiaRen.AI (MM'20 GC Submission)	56.0474	50.7631	59.6235	40.5037	23.3998	4689	24670	1265	92	1870	77.7520
JiaRen.AI (MM'20 GC Submission)	Seedland. . http://www.seedland.cc
Crowd-Tracker (MM'20 GC Submission)	55.5163	49.7725	57.2295	32.9486	22.8751	3439	25783	1772	100	2351	75.3567
Crowd-Tracker (MM'20 GC Submission)	Anonymous submission
TestOnly	51.4546	46.2852	47.9070	25.8132	26.1280	3509	28667	1648	90	1866	77.7450
TestOnly	Anonymous submission
zya	51.0398	46.3299	57.0869	28.9612	43.4418	5515	27360	1238	82	1626	79.9620
zya	Anonymous submission
CSTrack	48.6559	44.1757	51.4561	20.4617	33.5782	2366	31933	1475	78	2341	76.7313
CSTrack	Anonymous submission
ConfTrack	48.1493	44.0712	58.3821	20.5666	49.7377	3875	31773	479	71	1367	78.7164
ConfTrack	Anonymous submission
pakf	47.3943	42.9716	54.8539	19.5173	32.9486	4477	31576	600	77	1532	77.9341
pakf	Anonymous submission
SGT_noExtraData	47.2020	41.9751	53.6595	24.0294	28.7513	4699	30727	1361	91	2299	75.0732
SGT_noExtraData	J Hyun, M Kang, D Wee, DY Yeung. Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker. In arxiv, 2022
refine bytetrack	46.8590	42.4363	55.9546	18.9927	33.5782	4472	32010	544	77	1516	77.6597
refine bytetrack	Anonymous submission
NewTracker (MM'20 GC Submission)	46.4815	41.4269	43.2299	26.3379	30.8499	4667	30489	2133	88	1981	76.8703
NewTracker (MM'20 GC Submission)	B Shuai, A Berneshawi, M Wang, Amazon. Application of Multi-Object Tracking with Siamese Track-RCNN to the Human in Events Dataset. In ACM MM'20
mediocre tracker (MM'20 GC Submission)	45.8486	40.5643	48.4525	22.3505	33.4732	3604	32520	1606	92	2735	76.5443
mediocre tracker (MM'20 GC Submission)	Anonymous submission
Refine FairMOT (MM'20 GC Submission)	43.5551	38.2708	48.2311	21.3012	32.4239	3155	34612	1561	92	2756	76.5541
Refine FairMOT (MM'20 GC Submission)	Anonymous submission
Fair_cbd_byte	42.6552	37.3709	48.2143	19.4124	46.0651	5048	33630	1277	92	1878	76.2863
Fair_cbd_byte	Anonymous submission
CT_test (MM'20 GC Submission)	42.4227	36.7938	38.3825	23.9244	26.5477	5802	29766	4549	98	2940	75.6864
CT_test (MM'20 GC Submission)	Xingyi Zhou, Vladlen Koltun, and Philipp Krähenb. Tracking Objects as Points. arXiv:2004.01177
CenterTrack(baseline	40.8827	35.7133	45.1104	10.8080	32.2141	3208	36414	1568	90	6417	76.8235
CenterTrack(baseline	Xingyi Zhou, Vladlen Koltun, Philipp Krähenbühl. Tracking Objects as Points. In ECCV, 2020
FM-pri (MM'20 GC Submission)	40.0344	34.5778	39.2187	22.2455	27.9119	5948	31791	4042	95	3182	75.2841
FM-pri (MM'20 GC Submission)	Anonymous submission
CrossFairMOT (MM'20 GC Submission)	39.5981	34.1989	39.3471	16.5792	35.1522	4116	34848	3121	94	2951	74.2715
CrossFairMOT (MM'20 GC Submission)	Anonymous submission
track1-result (MM'20 GC Submission)	38.9078	34.1404	46.9444	14.7954	41.2382	4906	36422	1238	83	2905	75.5674
track1-result (MM'20 GC Submission)	Anonymous submission
LG_Track	37.7051	32.7654	43.4570	15.2151	52.1511	3517	38557	1330	86	2565	76.7589
LG_Track	Anonymous submission
FairerMOT	36.1134	31.0588	39.8582	17.1039	50.5771	6291	36439	1783	88	2311	74.6581
FairerMOT	Anonymous submission
TestDet (MM'20 GC Submission)	35.8852	30.8306	38.8941	17.7335	39.0346	8367	33998	2307	88	1973	74.4760
TestDet (MM'20 GC Submission)	Anonymous submission
Tracktor (MM'20 GC Submission)	35.5508	31.1281	30.9966	11.3326	43.7566	2993	37893	4019	77	3048	75.9995
Tracktor (MM'20 GC Submission)	Anonymous submission
Koala (MM'20 GC Submission)	35.1948	30.0828	42.9773	18.0483	49.8426	8215	34952	1986	89	2550	75.1317
Koala (MM'20 GC Submission)	Anonymous submission
FairMOT(baseline)	35.0298	30.4922	46.6524	16.2644	44.1763	6523	37750	995	79	2312	75.5656
FairMOT(baseline)	Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zen. A Simple Baseline for Multi-Object Tracking. In CVPR, 2020
test_asdas	34.0954	29.5003	40.8907	15.7398	36.0965	8519	35506	1894	80	2512	73.5456
test_asdas	Anonymous submission
JDE(baseline)	33.1180	27.7762	36.0194	15.1102	24.1343	9526	33327	3747	93	3605	72.2680
JDE(baseline)	Zhongdao Wang, Liang Zheng, Yixuan Liu, Yali Li, S. Towards Real-Time Multi-Object Tracking. In ECCV, 2020
FMMot (MM'20 GC Submission)	29.2271	25.5511	35.4533	7.9748	62.3295	1044	47466	801	64	2138	76.8186
FMMot (MM'20 GC Submission)	Anonymous submission
sqga_abla	28.7348	24.1397	35.2481	14.5855	48.6884	9017	39096	1541	80	2033	74.1055
sqga_abla	Anonymous submission
person-tracker(p) (MM'20 GC Submission)	28.0158	22.9612	41.3971	20.8814	32.7387	18492	29693	1970	88	1836	72.9679
person-tracker(p) (MM'20 GC Submission)	Anonymous submission
DeepSORT (Baseline) (MM'20 GC Submission)	27.1159	21.9465	28.5525	8.4995	41.4481	5894	42668	2220	90	3122	70.4732
DeepSORT (Baseline) (MM'20 GC Submission)	N Wojke, A Bewley, D Paulus. Simple Online and Realtime Tracking with a Deep Association Metric. In ICIP, 2017
origin_result	26.5820	21.6997	25.7218	5.4565	46.5897	3363	46040	1751	85	2851	70.9676
origin_result	Anonymous submission
CT	16.7348	11.4505	27.8445	16.3694	39.3494	17737	34528	5750	92	3892	73.4348
CT	Anonymous submission
result (MM'20 GC Submission)	11.5838	7.6780	29.7872	3.8825	55.6139	13217	47307	1080	68	2011	70.5803
result (MM'20 GC Submission)	Anonymous submission
tracks (MM'20 GC Submission)	-9.7983	-14.3934	17.9989	2.8332	60.1259	24508	48373	3621	80	3865	67.7544
tracks (MM'20 GC Submission)	Anonymous submission
bmot (MM'20 GC Submission)	-20.5798	-25.0025	7.2636	1.3641	71.1438	24770	55138	4106	77	3519	66.4744
bmot (MM'20 GC Submission)	Anonymous submission
TEST	-37.4482	-39.2288	5.1653	0.2099	89.8216	30277	65083	407	31	704	38.1843
TEST	Anonymous submission
test	-40.5640	-42.1148	7.1757	0.1049	82.0567	33085	64432	421	27	932	38.7372
test	Anonymous submission
sudoku (MM'20 GC Submission)	-42.6523	-44.5478	7.3718	1.4690	74.0818	36171	61872	1350	33	1178	38.4721
sudoku (MM'20 GC Submission)	Anonymous submission
19_HITST_SW (MM'20 GC Submission)	-43.2522	-48.0196	16.5879	4.0923	42.3924	50402	42765	6644	83	5402	66.8317
19_HITST_SW (MM'20 GC Submission)	Anonymous submission

Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve)