Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
FairMOT+Channel-Based-Decouple+ByteTrack
2281.16s
1
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
42.6552 | 37.3709 | 48.2143 | 19.4124 | 46.0651 | 5048 | 33630 | 1277 | 92 | 1878 | 76.2863 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 74.3923 | 72.0437 | 77.6319 | 61.2245 | 12.2449 | 843 | 2153 | 59 | 7 | 124 | 78.3445 |
21 | 6.9791 | 2.9791 | 10.5820 | 0.0000 | 80.0000 | 28 | 900 | 5 | 1 | 13 | 66.2504 |
22 | 20.9436 | 16.8271 | 22.4966 | 2.9126 | 48.5437 | 210 | 7231 | 233 | 10 | 371 | 71.9873 |
23 | 85.7493 | 81.2820 | 64.0961 | 71.4286 | 14.2857 | 145 | 451 | 43 | 5 | 68 | 76.8593 |
24 | 17.3777 | 4.2629 | 21.2814 | 3.9514 | 46.8085 | 655 | 9943 | 499 | 44 | 574 | 70.6549 |
25 | -26.8610 | -30.8103 | 3.0937 | 0.0000 | 97.7011 | 1800 | 5863 | 40 | 6 | 31 | 61.2623 |
26 | 57.5269 | 55.3769 | 51.3544 | 41.1765 | 23.5294 | 132 | 1407 | 41 | 2 | 92 | 78.9344 |
27 | 82.7987 | 77.2869 | 71.0596 | 80.6452 | 3.2258 | 183 | 587 | 104 | 7 | 148 | 80.6808 |
28 | 37.8208 | 29.9250 | 43.9980 | 10.0000 | 45.0000 | 274 | 1258 | 43 | 5 | 101 | 70.2443 |
29 | 54.7161 | 52.9119 | 53.0623 | 48.0000 | 20.0000 | 167 | 804 | 42 | 1 | 83 | 76.4335 |
30 | 51.0842 | 51.0842 | 55.1468 | 20.0000 | 2.2222 | 88 | 819 | 63 | 0 | 80 | 76.6576 |
31 | 77.6316 | 77.6316 | 74.7390 | 82.2222 | 2.2222 | 185 | 282 | 26 | 0 | 45 | 77.5720 |
32 | 55.5955 | 52.5726 | 50.2114 | 30.0000 | 27.5000 | 338 | 1932 | 79 | 4 | 148 | 73.5289 |