ACM MM Grand Challenge on

Large-scale Human-centric Video Analysis in Complex Events

Track-1: Multi-person Motion Tracking in Complex Events (with Public 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
LinkBox
 51.3828 46.5580 47.1540 29.2760 29.0661 2804 29345 1725 84 1645 76.4136
J Peng, Y Gu, Y Wang, Tencent Youtu Lab. Dense Scene Multiple Object Tracking with Box-Plane Matching. In ACM MM'20
Selective JDE
 50.5863 45.4169 56.8138 25.0787 30.3253 2860 29850 1719 90 2993 76.7882
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
Try
 50.5518 45.3824 47.2139 30.6401 26.9675 4060 28071 2322 90 1942 77.6541
B Shuai, A Berneshawi, et. al. Amazon Rekognition. Application of Multi-Object Tracking with Siamese Track-RCNN to the Human in Events Dataset. In ACM MM'20
FCS-Track
 47.8048 42.5205 49.8188 25.2886 30.2204 3847 30862 1658 92 2625 76.8539
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
Commander
 47.4144 42.4747 49.5093 24.8688 33.2634 3204 32001 1434 86 2169 77.1028
Anonymous submission
JiaRen.AI
 47.4058 42.9256 53.4325 29.1710 29.6957 6341 29114 1190 78 1785 75.7554
Anonymous submission
multi human tracker
 46.8733 41.5890 49.4597 28.3316 27.7020 5533 29302 2181 92 2679 75.8452
Anonymous submission
Test
 46.1385 40.9691 50.7259 23.3998 28.8562 4618 30866 2044 90 2641 75.1760
Anonymous submission
track1_result
 44.6860 39.6889 51.6259 22.1406 30.6401 5778 31189 1573 87 2830 76.0483
Anonymous submission
naive baseline
 44.3272 39.5024 47.7178 28.1217 30.6401 6582 30256 1952 84 2611 75.3840
Anonymous submission
TCFM
 44.0086 38.7243 40.1714 23.1899 29.0661 5628 30603 2781 92 2140 76.7416
Anonymous submission
DeepBlueAI
 38.5892 33.2474 47.6724 32.5289 24.6590 13040 27194 2554 93 2767 75.8830
Anonymous submission
QHY
 37.5515 32.1523 40.2034 20.7765 29.4858 7433 31524 4554 94 3490 75.6022
Anonymous submission
HIE20test_debug
 31.3699 25.7984 42.8383 19.7272 42.4974 9854 34671 3293 97 2896 75.1165
Anonymous submission
person-tracker
 30.3897 25.3926 41.4167 20.5666 31.8993 16893 29666 1942 87 1845 72.9181
Anonymous submission
MOTnewbie
 28.4047 23.6948 28.2363 10.8080 44.7009 4763 42322 2799 82 3012 76.9809
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
LCL
 14.5562 10.4206 23.5454 5.6663 68.7303 6920 49869 2744 72 1980 41.9371
Anonymous submission
result
 9.5170 6.3579 12.5962 0.5247 87.7230 1816 60062 1166 55 1944 72.2299
Anonymous submission