Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
Selective JDE
5
7
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
50.5863 | 45.4169 | 56.8138 | 25.0787 | 30.3253 | 2860 | 29850 | 1719 | 90 | 2993 | 76.7882 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 81.8692 | 79.8561 | 85.0639 | 71.4286 | 6.1224 | 495 | 1598 | 70 | 6 | 225 | 78.9093 |
21 | 34.9950 | 30.9950 | 53.1646 | 0.0000 | 30.0000 | 57 | 562 | 33 | 1 | 68 | 67.9762 |
22 | 19.2335 | 13.8821 | 20.9580 | 3.8835 | 29.1262 | 702 | 6441 | 697 | 13 | 810 | 68.8237 |
23 | 84.3666 | 79.0059 | 70.9985 | 71.4286 | 14.2857 | 48 | 613 | 40 | 6 | 157 | 81.2666 |
24 | 11.6670 | -0.2555 | 15.2031 | 2.4316 | 63.5258 | 429 | 11189 | 246 | 40 | 365 | 69.7779 |
25 | 69.3841 | 64.7766 | 72.5730 | 36.7816 | 0.0000 | 143 | 1564 | 152 | 7 | 148 | 77.8707 |
26 | 45.1613 | 43.0113 | 46.9947 | 35.2941 | 23.5294 | 297 | 1681 | 62 | 2 | 173 | 77.4577 |
27 | 80.5156 | 75.0038 | 72.7558 | 67.7419 | 4.8387 | 133 | 737 | 120 | 7 | 329 | 78.4591 |
28 | 52.1516 | 44.2558 | 53.8208 | 25.0000 | 30.0000 | 172 | 998 | 42 | 5 | 141 | 72.0096 |
29 | 59.1417 | 57.3375 | 64.1081 | 32.0000 | 24.0000 | 45 | 819 | 50 | 1 | 126 | 76.2594 |
30 | 59.0519 | 59.0519 | 66.7683 | 26.6667 | 2.2222 | 36 | 722 | 54 | 0 | 115 | 77.7085 |
31 | 79.4465 | 79.4465 | 83.5361 | 75.5556 | 4.4444 | 24 | 405 | 24 | 0 | 93 | 78.8754 |
32 | 44.6314 | 43.1200 | 55.2890 | 27.5000 | 35.0000 | 279 | 2521 | 129 | 2 | 243 | 75.3547 |