Human in Events

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


Short Name: RSN18 (Baseline)
Complete name: RSN18 (Baseline)
Description: RSN18 trained on MSCOCO
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
48.3251 52.5189 48.8641 43.5922 52.4003 56.2021 53.1640 47.8347

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) 55.8336 65.5482 54.1932 47.7593 55.9648 65.5014 54.3576 48.0354
hm_in_bus (ID:21) 36.0117 29.9321 38.3355 39.7676 36.8269 30.5142 40.3853 39.5812
hm_in_dining_room2 (ID:22) 16.9836 20.9414 15.6209 14.3885 16.9115 20.7960 15.5945 14.3441
hm_in_lab2 (ID:23) 61.9993 64.4050 63.9761 57.6169 63.8161 65.6451 66.3322 59.4709
hm_in_subway_station (ID:24) 36.1317 37.1313 36.7738 34.4901 36.6707 37.8572 37.3520 34.8029
hm_in_passage (ID:25) 62.8653 52.3594 67.5718 68.6648 64.1619 53.9266 67.9130 70.6462
hm_in_fighting4 (ID:26) 50.7236 55.0206 51.8990 45.2513 51.9460 55.6758 53.4763 46.6860
hm_in_shopping_mall3 (ID:27) 61.7497 69.1345 61.5263 54.5882 62.7239 70.1856 62.1634 55.8226
hm_in_restaurant (ID:28) 57.9402 57.5924 59.6586 56.5695 56.9656 56.0360 59.2258 55.6350
hm_in_accident (ID:29) 56.3630 65.6281 55.9663 47.4947 55.6199 64.4377 55.3356 47.0864
hm_in_stair3 (ID:30) 46.4063 48.6941 48.0237 42.5012 46.4763 49.6357 48.1689 41.6243
hm_in_crossroad (ID:31) 76.6888 83.0055 77.7038 69.3571 76.9136 82.7049 78.0987 69.9373
hm_in_robbery (ID:32) 53.6916 54.4513 57.2933 49.3302 54.1589 54.7704 57.9168 49.7894