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Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
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Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
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 |
|---|---|---|---|---|---|---|---|
| 29.7580 | 32.6381 | 29.6625 | 26.9734 | 32.4149 | 35.2821 | 32.2441 | 29.7185 |
Detailed
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 | |
|---|---|---|---|---|---|---|---|---|
| hm_in_waiting_hall (ID:20) | 41.9908 | 49.3360 | 40.5592 | 36.0771 | 42.2184 | 49.5092 | 40.8569 | 36.2891 |
| hm_in_bus (ID:21) | 2.6444 | 1.8827 | 3.2597 | 2.7908 | 3.4924 | 2.5764 | 3.8057 | 4.0951 |
| hm_in_dining_room2 (ID:22) | 6.7204 | 7.6692 | 6.3725 | 6.1196 | 6.6748 | 7.6487 | 6.3258 | 6.0500 |
| hm_in_lab2 (ID:23) | 54.1179 | 56.8481 | 54.3751 | 51.1305 | 56.7455 | 59.0243 | 57.4766 | 53.7357 |
| hm_in_subway_station (ID:24) | 19.2903 | 19.7992 | 19.6929 | 18.3788 | 19.9298 | 20.6759 | 20.1303 | 18.9832 |
| hm_in_passage (ID:25) | 10.0084 | 6.9827 | 10.2344 | 12.8080 | 11.5835 | 8.1822 | 11.5420 | 15.0263 |
| hm_in_fighting4 (ID:26) | 30.9283 | 32.0839 | 32.1601 | 28.5410 | 30.9647 | 31.3720 | 32.3365 | 29.1855 |
| hm_in_shopping_mall3 (ID:27) | 45.8252 | 52.8346 | 44.9626 | 39.6783 | 47.8146 | 55.5398 | 46.9722 | 40.9319 |
| hm_in_restaurant (ID:28) | 33.8559 | 29.1496 | 37.2476 | 35.1704 | 32.7752 | 27.7608 | 35.6113 | 34.9536 |
| hm_in_accident (ID:29) | 29.4839 | 30.0454 | 31.3329 | 27.0733 | 30.1746 | 31.1862 | 31.7960 | 27.5416 |
| hm_in_stair3 (ID:30) | 32.5786 | 37.9995 | 30.6982 | 29.0382 | 32.1398 | 38.2576 | 29.3710 | 28.7907 |
| hm_in_crossroad (ID:31) | 56.4776 | 59.6960 | 56.5384 | 53.1983 | 56.2586 | 61.1745 | 54.7795 | 52.8218 |
| hm_in_robbery (ID:32) | 22.3250 | 21.0773 | 22.6841 | 23.2135 | 22.6335 | 21.1441 | 23.1990 | 23.5575 |