Human in Events

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


Short Name: GMPHD-ReId
Complete name: GMPHD-ReId
Description: https://arxiv.org/abs/1912.05949
Runtime: 25.8 Hz Hz
Submissions: 1

Benchmark
performance:

MOTA w_MOTA IDF1 MT ML FP FN ID_Sw ID_Sw_DT Frag MOTP
31.3111 26.1991 37.6763 35.9916 24.3442 17309 26158 4392 89 3063 75.2663

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) 63.9145 62.2369 55.8358 77.5510 6.1224 2765 1333 207 5 201 78.2449
hm_in_bus (ID:21) -3.1904 -7.1904 26.9651 0.0000 26.6667 410 495 130 1 85 65.6949
hm_in_dining_room2 (ID:22) -1.1332 -7.7196 18.3832 14.5631 12.6214 2927 5456 1434 16 962 67.2322
hm_in_lab2 (ID:23) 78.0330 73.5657 36.7996 71.4286 14.2857 324 493 168 5 123 80.5650
hm_in_subway_station (ID:24) 3.4472 -8.1772 16.7788 4.5593 54.1033 1738 10613 617 39 469 68.1888
hm_in_passage (ID:25) 25.2470 19.9812 45.3339 69.5402 0.0000 2927 1055 557 8 163 76.0696
hm_in_fighting4 (ID:26) 22.8226 21.7476 28.4185 41.1765 23.5294 1199 1538 134 1 152 76.2570
hm_in_shopping_mall3 (ID:27) 71.0096 65.4978 48.2619 83.8710 1.6129 665 471 337 7 208 77.1694
hm_in_restaurant (ID:28) -19.7394 -26.0560 30.4075 40.0000 20.0000 2082 768 183 4 163 71.4038
hm_in_accident (ID:29) 23.2007 21.3965 33.3192 44.0000 12.0000 921 671 126 1 127 73.4526
hm_in_stair3 (ID:30) 41.8053 41.8053 35.8351 40.0000 2.2222 375 557 222 0 123 76.5622
hm_in_crossroad (ID:31) 63.0218 63.0218 57.8586 82.2222 4.4444 403 300 112 0 72 75.5009
hm_in_robbery (ID:32) 40.5293 39.0179 49.3768 27.5000 32.5000 573 2408 165 2 215 74.7962