Human in Events

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


Short Name: DHRN FT (Baseline)
Complete name: Finetuned Deep-high-resolution-network (Baseline)
Description: Finetuned Deep-high-resolution-network (Baseline)
Runtime: none Hz
Submissions: 1

Benchmark
performance:

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
51.6383 59.5653 50.0517 45.2978 55.3351 63.0220 53.8628 49.1205

Detailed
performance:


Video 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
hm_in_waiting_hall (ID:20) 58.5288 71.0449 54.7405 49.8009 58.7373 71.1102 55.0449 50.0569
hm_in_bus (ID:21) 40.0505 38.1113 44.2928 37.7475 41.1635 38.9752 46.7273 37.7881
hm_in_dining_room2 (ID:22) 19.2338 24.0791 17.8403 15.7820 19.2113 24.0684 17.9181 15.6473
hm_in_lab2 (ID:23) 66.6244 73.5595 66.1956 60.1180 68.3877 74.5395 68.4502 62.1734
hm_in_subway_station (ID:24) 39.8236 43.0816 39.2096 37.1795 40.5031 43.8243 39.8617 37.8233
hm_in_passage (ID:25) 67.9579 64.2346 70.7458 68.8933 69.6407 65.4289 71.5791 71.9140
hm_in_fighting4 (ID:26) 50.6927 58.9801 49.5768 43.5213 52.0584 59.5390 51.0517 45.5844
hm_in_shopping_mall3 (ID:27) 61.6397 73.9522 59.5465 51.4204 63.1155 75.1927 60.9563 53.1974
hm_in_restaurant (ID:28) 61.3346 61.6549 63.6242 58.7246 60.4765 59.7799 62.9955 58.6541
hm_in_accident (ID:29) 56.4059 65.5858 53.8977 49.7341 55.1952 64.2697 52.7689 48.5469
hm_in_stair3 (ID:30) 44.5474 52.0259 42.2130 39.4033 43.3867 51.2140 40.6028 38.3433
hm_in_crossroad (ID:31) 76.0252 86.7897 76.7162 64.5697 76.8422 87.0775 76.5529 66.8961
hm_in_robbery (ID:32) 51.1178 59.3074 49.4000 44.6459 51.5580 59.5856 49.8524 45.2359