Human in Events

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


Short Name: pakf
Complete name: PAKF in bytetrack
Description: bytetrack using PAKF
Runtime: 5FPS Hz
Submissions: 2

Benchmark
performance:

MOTA w_MOTA IDF1 MT ML FP FN ID_Sw ID_Sw_DT Frag MOTP
47.3943 42.9716 54.8539 19.5173 32.9486 4477 31576 600 77 1532 77.9341

Detailed
performance:


Video Name MOTA w_MOTA IDF1 MT ML FP FN ID_Sw ID_Sw_DT Frag MOTP
hm_in_waiting_hall (ID:20) 64.7276 64.3921 72.2234 51.0204 18.3673 1545 2634 29 1 136 78.6099
hm_in_bus (ID:21) 6.3809 2.3809 24.3865 0.0000 60.0000 114 816 9 1 19 61.3933
hm_in_dining_room2 (ID:22) 30.9776 26.0378 31.8647 10.6796 39.8058 286 6218 196 12 421 72.9508
hm_in_lab2 (ID:23) 66.2801 60.9194 59.0931 50.0000 14.2857 469 1013 30 6 88 76.9214
hm_in_subway_station (ID:24) 14.4963 5.5544 22.3725 2.7356 63.2219 246 11142 96 30 178 74.3700
hm_in_passage (ID:25) 39.1140 33.8482 63.7871 0.5747 1.7241 900 2788 9 8 111 77.1240
hm_in_fighting4 (ID:26) 55.0269 52.8769 44.7382 41.1765 29.4118 52 1591 30 2 75 81.6468
hm_in_shopping_mall3 (ID:27) 76.6778 71.1660 68.5561 67.7419 6.4516 137 984 64 7 165 81.9758
hm_in_restaurant (ID:28) 56.7706 45.7165 57.3196 20.0000 40.0000 181 882 32 7 78 75.9866
hm_in_accident (ID:29) 64.0143 62.2101 62.6463 64.0000 12.0000 112 656 37 1 89 80.1520
hm_in_stair3 (ID:30) 58.4972 58.4972 70.0154 28.8889 0.0000 43 764 16 0 51 78.4970
hm_in_crossroad (ID:31) 83.6207 83.6207 89.9905 86.6667 4.4444 83 275 3 0 23 81.3173
hm_in_robbery (ID:32) 58.9603 57.4489 59.1230 30.0000 27.5000 309 1813 49 2 98 76.9458