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


Track-1: Multi-person Motion Tracking in Complex Events (with Private Detection)
Team Name MOTA w_MOTA IDF1 MT ML FP FN ID_Sw ID_Sw_DT Frag MOTP
Adaptive FairMOT
(MM'20 GC Submission)
60.2282 54.6567 60.0026 41.2382 20.2518 4530 21292 1889 97 1808 74.9261
B Chen,W Huang,C Lin,Z Huang, A Wu,W Zheng. iSEE-SYSU. http://www.accusyschina.com/
JiaRen.AI
(MM'20 GC Submission)
56.0474 50.7631 59.6235 40.5037 23.3998 4689 24670 1265 92 1870 77.7520
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
Anonymous submission
Try private
(MM'20 GC Submission)
47.8120 42.4702 46.3003 30.5352 23.8195 6399 27050 2913 93 2368 76.8812
Anonymous submission
NewTracker
(MM'20 GC Submission)
46.4815 41.4269 43.2299 26.3379 30.8499 4667 30489 2133 88 1981 76.8703
Anonymous submission
HIE_tracker
(MM'20 GC Submission)
45.9318 40.3029 52.2792 22.8751 24.5540 6511 29264 1897 98 2704 74.8966
Anonymous submission
mediocre tracker
(MM'20 GC Submission)
45.8486 40.5643 48.4525 22.3505 33.4732 3604 32520 1606 92 2735 76.5443
Anonymous submission
TCFM
(MM'20 GC Submission)
43.9713 38.3998 45.1835 21.3012 29.5908 3821 33423 1794 97 2782 77.6975
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
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
Xingyi Zhou, Vladlen Koltun, and Philipp Krähenb. Tracking Objects as Points. arXiv:2004.01177
FM-pri
(MM'20 GC Submission)
40.0344 34.5778 39.2187 22.2455 27.9119 5948 31791 4042 95 3182 75.2841
Anonymous submission
CrossFairMOT
(MM'20 GC Submission)
39.5981 34.1989 39.3471 16.5792 35.1522 4116 34848 3121 94 2951 74.2715
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
Anonymous submission
TestDet
(MM'20 GC Submission)
35.8852 30.8306 38.8941 17.7335 39.0346 8367 33998 2307 88 1973 74.4760
Anonymous submission
Tracktor
(MM'20 GC Submission)
35.5508 31.1281 30.9966 11.3326 43.7566 2993 37893 4019 77 3048 75.9995
Anonymous submission
Koala
(MM'20 GC Submission)
35.1948 30.0828 42.9773 18.0483 49.8426 8215 34952 1986 89 2550 75.1317
Anonymous submission
FMMot
(MM'20 GC Submission)
29.2271 25.5511 35.4533 7.9748 62.3295 1044 47466 801 64 2138 76.8186
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
Anonymous submission
DeepSORT (Baseline) 27.1159 21.9465 28.5525 8.4995 41.4481 5894 42668 2220 90 3122 70.4732
N Wojke, A Bewley, D Paulus. Simple Online and Realtime Tracking with a Deep Association Metric. In ICIP, 2017
result
(MM'20 GC Submission)
11.5838 7.6780 29.7872 3.8825 55.6139 13217 47307 1080 68 2011 70.5803
Anonymous submission
tracks
(MM'20 GC Submission)
-9.7983 -14.3934 17.9989 2.8332 60.1259 24508 48373 3621 80 3865 67.7544
Anonymous submission
bmot
(MM'20 GC Submission)
-20.5798 -25.0025 7.2636 1.3641 71.1438 24770 55138 4106 77 3519 66.4744
Anonymous submission
sudoku
(MM'20 GC Submission)
-42.6523 -44.5478 7.3718 1.4690 74.0818 36171 61872 1350 33 1178 38.4721
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
Anonymous submission