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


Short Name: VM
Complete name: Vigorously Miracle
Description: Identify human behaviors using a dual-branch CNN
Runtime: no statistics up to now Hz
Submissions: 9

Benchmark
performance:

F_w_mAP F_w_mAP_50 F_w_mAP_60 F_w_mAP_75 F_mAP F_mAP_50 F_mAP_60 F_mAP_75
0.2548 0.3493 0.2922 0.1230 0.2772 0.3616 0.3208 0.1493

Detailed
performance:


Video Name F_w_mAP F_w_mAP_50 F_w_mAP_60 F_w_mAP_75 F_mAP F_mAP_50 F_mAP_60 F_mAP_75
hm_in_waiting_hall (ID:20) 0.2390 0.2902 0.2801 0.1465 0.2385 0.2862 0.2758 0.1535
hm_in_bus (ID:21) 0.0473 0.0642 0.0520 0.0256 0.0575 0.0709 0.0603 0.0413
hm_in_dining_room2 (ID:22) 0.1671 0.2173 0.1880 0.0958 0.2062 0.2677 0.2502 0.1007
hm_in_lab2 (ID:23) 0.3787 0.4469 0.4342 0.2549 0.3988 0.4628 0.4578 0.2758
hm_in_subway_station (ID:24) 0.1007 0.1469 0.1275 0.0277 0.1226 0.1702 0.1534 0.0440
hm_in_passage (ID:25) 0.2220 0.3102 0.2826 0.0730 0.2225 0.3112 0.2819 0.0742
hm_in_fighting4 (ID:26) 0.2208 0.2480 0.2352 0.1793 0.2431 0.2608 0.2527 0.2159
hm_in_shopping_mall3 (ID:27) 0.4108 0.4528 0.4525 0.3273 0.4258 0.4656 0.4622 0.3495
hm_in_restaurant (ID:28) 0.1018 0.1430 0.1167 0.0457 0.1047 0.1428 0.1290 0.0424
hm_in_accident (ID:29) 0.2799 0.3814 0.3142 0.1442 0.3693 0.4482 0.4088 0.2510
hm_in_stair3 (ID:30) 0.3003 0.3752 0.3500 0.1759 0.3561 0.4286 0.4188 0.2210
hm_in_crossroad (ID:31) 0.4908 0.6535 0.5588 0.2600 0.4944 0.6384 0.5673 0.2773
hm_in_robbery (ID:32) 0.1179 0.1594 0.1255 0.0687 0.1182 0.1567 0.1252 0.0727