Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
person-tracker(private last model)
18fps
2
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
28.0158 | 22.9612 | 41.3971 | 20.8814 | 32.7387 | 18492 | 29693 | 1970 | 88 | 1836 | 72.9679 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 39.4216 | 37.7440 | 58.2513 | 87.7551 | 4.0816 | 5838 | 1242 | 147 | 5 | 164 | 73.1071 |
21 | -9.8704 | -13.8704 | 10.9924 | 0.0000 | 80.0000 | 192 | 888 | 22 | 1 | 15 | 58.4657 |
22 | 15.7515 | 9.9884 | 24.7574 | 11.6505 | 20.3883 | 2175 | 5513 | 490 | 14 | 443 | 67.9235 |
23 | 83.3854 | 78.9181 | 50.1024 | 71.4286 | 14.2857 | 238 | 416 | 91 | 5 | 59 | 78.2701 |
24 | 5.2863 | -5.4440 | 17.9766 | 1.8237 | 60.4863 | 1370 | 11043 | 308 | 36 | 307 | 68.8715 |
25 | 0.9552 | -4.3106 | 33.7728 | 1.1494 | 18.3908 | 1974 | 3802 | 238 | 8 | 221 | 68.8074 |
26 | 34.0860 | 31.9360 | 32.2361 | 23.5294 | 11.7647 | 838 | 1534 | 80 | 2 | 113 | 72.6882 |
27 | 50.9349 | 44.6357 | 54.5019 | 83.8710 | 4.8387 | 1912 | 390 | 191 | 8 | 113 | 76.6375 |
28 | 22.6214 | 13.1465 | 27.3744 | 10.0000 | 35.0000 | 685 | 1192 | 83 | 6 | 95 | 67.7626 |
29 | 39.6960 | 39.6960 | 47.3186 | 48.0000 | 12.0000 | 621 | 657 | 71 | 0 | 105 | 70.5569 |
30 | 15.1790 | 15.1790 | 37.1614 | 8.8889 | 13.3333 | 512 | 1082 | 88 | 0 | 53 | 74.2840 |
31 | 58.3938 | 58.3938 | 65.5751 | 88.8889 | 2.2222 | 666 | 188 | 63 | 0 | 33 | 76.8352 |
32 | 37.3346 | 35.0675 | 48.6754 | 30.0000 | 25.0000 | 1471 | 1746 | 98 | 3 | 115 | 74.1527 |