ACM MM Grand Challenge on

Large-scale Human-centric Video Analysis in Complex Events

Track-2: Crowd Pose Estimation in Complex Events

AP@α denotes the AP value calculated under given distance threshold α; the prefix 'w' indicates the value is calculated with frame weight; the suffix '@avg' denotes the value is computed by averaging all AP or w-AP values under different threshold.
Trackers with "(Baseline)" in the name are submitted by the HiEve team. Results are obtained by running their official code.

Team Name T_w_AP T_w_AP_50 T_w_AP_75 T_w_AP_90 T_AP T_AP_50 T_AP_75 T_AP_90
Seedland.Tech
 57.5091 69.8123 55.3262 47.3888 61.5740 73.5479 59.4982 51.6759
Computer Vision Team. Seedland. ACM MM Grand Workshop
ccc
 56.3375 69.6017 53.0220 46.3888 59.9723 73.1122 56.8655 49.9391
S Chang, L Yuan, X Nie, Z Huang, YiTu & NUS. Towards Accurate Human Pose Estimation in Videos of Crowded Scenes. In ACM MM'20
DH_IBA
 55.1719 66.7273 52.5377 46.2506 59.2800 70.4681 56.8431 50.5287
L Yuan, S Zhang, F Feng, Dahua Technology. Combined Distillation Pose. In ACM MM'20
JDAI
 55.0139 65.2110 52.9514 46.8793 58.8873 68.7205 56.8982 51.0432
JDAI. JDAI. JDAI
WanDan
 54.5282 64.3658 52.0547 47.1641 58.2923 67.7582 56.0683 51.0504
Anonymous submission
PL
 54.4540 64.8013 52.2304 46.3302 58.0328 67.9758 55.9835 50.1390
Anonymous submission
Commander
 52.2508 63.3444 49.7569 43.6511 55.4682 66.2320 53.2432 46.9295
Anonymous submission
DeepBlueAI
 52.0535 62.7362 49.2952 44.1291 56.3326 66.8391 53.8037 48.3551
Anonymous submission
sudoku
 51.8560 61.0314 49.7149 44.8218 55.6978 64.7800 53.6218 48.6915
Anonymous submission
suibian
 51.8325 62.8974 49.0408 43.5594 56.0235 66.8988 53.5105 47.6611
Anonymous submission
DetTrack_det
 51.4076 60.9302 49.4755 43.8170 55.2803 64.7032 53.5175 47.6201
Anonymous submission
SimplePose
 51.3873 63.3180 48.5557 42.2882 55.4043 67.1340 52.8548 46.2240
Anonymous submission
Final
 51.2433 59.9022 49.5375 44.2901 55.0090 63.4837 53.4141 48.1291
Anonymous submission
TeamDL
 51.0973 63.2907 48.6144 41.3868 55.1472 67.2972 52.7754 45.3691
Anonymous submission
CIE3
 49.9079 59.8396 47.4542 42.4299 53.9106 63.6894 51.6599 46.3826
Anonymous submission
AlphaPose (Baseline)
 49.5563 57.8540 47.8993 42.9156 53.2621 61.2593 51.6889 46.8381
HS Fang, S Xie, YW Tai, C Lu. RMPE: Regional Multi-person Pose Estimation. In ICCV, 2017
let go
 49.1293 58.2424 47.0190 42.1265 53.0825 61.8629 51.2633 46.1213
Anonymous submission
LoveSJ
 49.0708 58.0664 46.9171 42.2290 53.0276 61.6685 51.2224 46.1918
Anonymous submission
随便搞搞
 48.1287 56.9338 46.2780 41.1744 51.8174 60.2254 50.3467 44.8800
Anonymous submission
mindpocket_2nd
 47.7839 58.0758 45.2717 40.0042 51.5850 61.5350 49.3008 43.9192
Anonymous submission
RPGNet
 47.3351 56.2681 44.6935 41.0437 50.8333 59.6354 48.4024 44.4622
Anonymous submission
test
 46.9471 56.6722 44.6086 39.5605 50.6714 60.1170 48.5746 43.3225
Anonymous submission
wt
 46.6006 54.7038 45.4356 39.6624 50.2942 58.2296 49.3312 43.3217
Anonymous submission
HRCrowd
 46.1588 54.3778 44.1108 39.9878 50.3378 58.3553 48.5869 44.0713
Anonymous submission
Bip_Lab
 45.3545 48.4600 46.5216 41.0820 49.0715 51.5521 50.5514 45.1110
Anonymous submission
YxZhxn
 43.1508 51.8122 41.4180 36.2223 45.6379 53.7404 44.2040 38.9694
Anonymous submission
zijin
 42.4325 48.2775 41.5980 37.4219 46.2559 51.9148 45.4739 41.3790
Anonymous submission
SuiYi
 42.1504 46.7629 42.3902 37.2980 45.6444 50.0231 45.9945 40.9155
Anonymous submission
Ding
 35.8107 37.7339 36.7952 32.9031 38.8661 40.0097 40.1256 36.4630
Anonymous submission
adet
 32.0486 34.1691 32.8882 29.0885 34.5529 36.2110 35.4178 32.0298
Anonymous submission
ibtest
 29.7580 32.6381 29.6625 26.9734 32.4149 35.2821 32.2441 29.7185
Anonymous submission
asdf
 25.8490 27.1243 26.3241 24.0987 28.5706 29.6168 29.1736 26.9213
Anonymous submission
LoveHBQ
 20.9793 22.3427 20.9703 19.6250 22.9574 24.7615 22.7793 21.3313
Anonymous submission
BIP-LAB
 14.9045 15.0744 15.1737 14.4653 15.9236 16.0256 16.1753 15.5699
Anonymous submission