Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
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1
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
38.2705 | 33.4457 | 43.8011 | 15.4250 | 50.0525 | 4146 | 37526 | 1338 | 84 | 2631 | 76.4297 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 66.2531 | 63.9045 | 67.8429 | 46.9388 | 12.2449 | 675 | 3280 | 71 | 7 | 295 | 77.8837 |
21 | 5.3838 | 1.3838 | 23.0821 | 3.3333 | 33.3333 | 197 | 704 | 48 | 1 | 70 | 65.7070 |
22 | 16.5242 | 11.1728 | 20.9038 | 3.8835 | 35.9223 | 806 | 6854 | 443 | 13 | 631 | 70.5687 |
23 | 79.3488 | 74.8815 | 57.6754 | 71.4286 | 14.2857 | 60 | 820 | 46 | 5 | 145 | 80.5235 |
24 | 13.9230 | 2.0005 | 19.9463 | 2.7356 | 61.7021 | 391 | 10869 | 301 | 40 | 426 | 71.2540 |
25 | -11.7918 | -13.7665 | 1.8401 | 0.0000 | 100.0000 | 798 | 5986 | 4 | 3 | 5 | 58.9584 |
26 | 44.0591 | 41.9091 | 45.7776 | 41.1765 | 35.2941 | 364 | 1670 | 47 | 2 | 132 | 80.1601 |
27 | 75.7528 | 70.2410 | 64.3506 | 59.6774 | 6.4516 | 100 | 1022 | 110 | 7 | 287 | 79.3023 |
28 | 40.2290 | 33.9124 | 43.5408 | 15.0000 | 40.0000 | 218 | 1251 | 45 | 4 | 111 | 69.7184 |
29 | 46.5355 | 44.7313 | 44.9801 | 28.0000 | 24.0000 | 218 | 917 | 61 | 1 | 127 | 71.3979 |
30 | 45.1336 | 45.1336 | 55.2529 | 8.8889 | 6.6667 | 80 | 962 | 46 | 0 | 100 | 74.5990 |
31 | 75.8167 | 75.8167 | 74.0849 | 75.5556 | 4.4444 | 95 | 405 | 33 | 0 | 102 | 78.0158 |
32 | 43.0435 | 42.2878 | 47.5939 | 20.0000 | 40.0000 | 144 | 2786 | 83 | 1 | 200 | 77.2551 |