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Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
multi fusion
2fps
2
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
46.1385 | 40.9691 | 50.7259 | 23.3998 | 28.8562 | 4618 | 30866 | 2044 | 90 | 2641 | 75.1760 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 71.0226 | 68.6740 | 73.4815 | 69.3878 | 6.1224 | 1410 | 1958 | 89 | 7 | 236 | 78.1637 |
21 | 18.2453 | 14.2453 | 20.4563 | 0.0000 | 43.3333 | 15 | 750 | 55 | 1 | 57 | 70.8232 |
22 | 16.1430 | 10.3799 | 18.8849 | 4.8544 | 44.6602 | 502 | 7271 | 367 | 14 | 527 | 69.2445 |
23 | 83.9429 | 78.5822 | 70.1864 | 78.5714 | 7.1429 | 151 | 482 | 87 | 6 | 103 | 76.6640 |
24 | 15.1441 | 2.9235 | 19.6053 | 3.3435 | 55.6231 | 554 | 10441 | 402 | 41 | 474 | 69.0504 |
25 | 51.8116 | 46.5458 | 61.3326 | 21.8391 | 0.5747 | 425 | 2258 | 243 | 8 | 248 | 70.0768 |
26 | 49.1129 | 46.9629 | 43.2590 | 29.4118 | 23.5294 | 111 | 1721 | 61 | 2 | 137 | 76.2772 |
27 | 81.4210 | 79.8462 | 74.4833 | 88.7097 | 0.0000 | 372 | 470 | 102 | 2 | 177 | 79.0055 |
28 | 30.8330 | 22.9372 | 36.4502 | 15.0000 | 35.0000 | 380 | 1243 | 129 | 5 | 136 | 69.4603 |
29 | 49.7988 | 47.9946 | 47.6294 | 28.0000 | 24.0000 | 144 | 927 | 52 | 1 | 134 | 76.0231 |
30 | 48.3611 | 48.3611 | 47.4260 | 15.5556 | 0.0000 | 34 | 892 | 98 | 0 | 95 | 77.0562 |
31 | 79.9002 | 79.9002 | 78.5926 | 84.4444 | 2.2222 | 193 | 224 | 26 | 0 | 65 | 75.5905 |
32 | 45.3875 | 43.1204 | 42.1526 | 22.5000 | 25.0000 | 327 | 2229 | 333 | 3 | 252 | 75.5341 |