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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 |
|---|---|---|---|---|---|---|---|
| 51.3873 | 63.3180 | 48.5557 | 42.2882 | 55.4043 | 67.1340 | 52.8548 | 46.2240 |
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) | 58.4430 | 74.0496 | 53.0744 | 48.2051 | 58.6169 | 74.0759 | 53.3136 | 48.4611 |
| hm_in_bus (ID:21) | 39.0663 | 35.6666 | 43.1183 | 38.4139 | 41.0385 | 39.6176 | 44.3792 | 39.1187 |
| hm_in_dining_room2 (ID:22) | 24.5550 | 33.2243 | 21.2933 | 19.1474 | 24.4510 | 33.0419 | 21.3508 | 18.9602 |
| hm_in_lab2 (ID:23) | 67.7356 | 80.0971 | 66.1953 | 56.9143 | 70.1879 | 81.4379 | 69.2647 | 59.8610 |
| hm_in_subway_station (ID:24) | 39.4259 | 48.9561 | 37.3268 | 31.9947 | 40.1607 | 49.6098 | 38.2721 | 32.6003 |
| hm_in_passage (ID:25) | 78.5014 | 79.0914 | 79.8030 | 76.6097 | 79.7175 | 79.4943 | 80.7255 | 78.9326 |
| hm_in_fighting4 (ID:26) | 50.0132 | 62.1200 | 47.9101 | 40.0096 | 53.7253 | 64.9136 | 52.4144 | 43.8479 |
| hm_in_shopping_mall3 (ID:27) | 60.7043 | 77.3743 | 58.2583 | 46.4803 | 62.1307 | 78.7316 | 59.6799 | 47.9805 |
| hm_in_restaurant (ID:28) | 58.5411 | 66.5660 | 58.5878 | 50.4696 | 57.3645 | 63.5701 | 57.6420 | 50.8814 |
| hm_in_accident (ID:29) | 53.3723 | 65.6387 | 49.5618 | 44.9164 | 53.3380 | 65.3072 | 49.5597 | 45.1470 |
| hm_in_stair3 (ID:30) | 46.5760 | 59.5341 | 42.7162 | 37.4778 | 44.8440 | 57.7031 | 40.2836 | 36.5454 |
| hm_in_crossroad (ID:31) | 75.2967 | 89.9953 | 73.9261 | 61.9687 | 76.4178 | 89.6690 | 74.2042 | 65.3803 |
| hm_in_robbery (ID:32) | 51.3456 | 61.1241 | 50.1581 | 42.7546 | 51.7953 | 61.2721 | 50.8342 | 43.2795 |