Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
TCFM
1
3
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
44.0086 | 38.7243 | 40.1714 | 23.1899 | 29.0661 | 5628 | 30603 | 2781 | 92 | 2140 | 76.7416 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 76.5130 | 74.8354 | 64.4530 | 69.3878 | 6.1224 | 889 | 1771 | 142 | 5 | 125 | 79.1573 |
21 | 15.0548 | 11.0548 | 24.1427 | 0.0000 | 40.0000 | 118 | 666 | 68 | 1 | 67 | 66.6986 |
22 | 15.4837 | 9.7206 | 17.6959 | 4.8544 | 32.0388 | 786 | 6841 | 577 | 14 | 499 | 68.9592 |
23 | 77.5647 | 72.2040 | 41.5950 | 57.1429 | 7.1429 | 94 | 811 | 101 | 6 | 86 | 81.3178 |
24 | 7.2891 | -4.6334 | 16.7896 | 3.0395 | 58.3587 | 1055 | 10966 | 431 | 40 | 359 | 68.9725 |
25 | 56.4065 | 51.1407 | 53.2909 | 22.9885 | 0.5747 | 433 | 1881 | 333 | 8 | 131 | 78.0115 |
26 | 42.3656 | 40.2156 | 31.3563 | 35.2941 | 23.5294 | 445 | 1596 | 103 | 2 | 115 | 77.2376 |
27 | 75.1230 | 68.8238 | 43.6349 | 77.4194 | 3.2258 | 320 | 600 | 344 | 8 | 210 | 77.9452 |
28 | 29.6092 | 20.1343 | 32.4471 | 35.0000 | 20.0000 | 680 | 969 | 134 | 6 | 128 | 72.4928 |
29 | 47.5190 | 45.7148 | 39.0428 | 36.0000 | 20.0000 | 285 | 789 | 100 | 1 | 106 | 75.4145 |
30 | 52.8996 | 52.8996 | 43.4913 | 26.6667 | 6.6667 | 82 | 714 | 138 | 0 | 85 | 77.2874 |
31 | 68.8748 | 68.8748 | 50.8976 | 73.3333 | 4.4444 | 125 | 411 | 150 | 0 | 61 | 78.8645 |
32 | 42.0794 | 41.3237 | 42.2484 | 22.5000 | 37.5000 | 316 | 2588 | 160 | 1 | 168 | 75.1826 |