Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
BN byte
1000
6
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
56.6832 | 51.7435 | 61.0088 | 35.1522 | 22.2455 | 5725 | 23191 | 1265 | 86 | 1479 | 77.9438 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 81.9111 | 79.8980 | 87.3833 | 73.4694 | 2.0408 | 916 | 1204 | 38 | 6 | 63 | 82.4103 |
21 | 35.9920 | 31.9920 | 43.5696 | 10.0000 | 30.0000 | 67 | 549 | 26 | 1 | 38 | 69.7059 |
22 | 26.8878 | 21.1247 | 27.2977 | 26.2136 | 9.7087 | 2094 | 4393 | 610 | 14 | 602 | 71.8932 |
23 | 89.5406 | 85.0733 | 76.3149 | 78.5714 | 7.1429 | 101 | 342 | 26 | 5 | 36 | 81.7072 |
24 | 19.4475 | 8.7172 | 27.9928 | 9.1185 | 50.7599 | 538 | 10067 | 214 | 36 | 257 | 71.6533 |
25 | 62.5988 | 57.3330 | 75.5770 | 39.6552 | 0.0000 | 724 | 1473 | 74 | 8 | 94 | 72.1784 |
26 | 57.7688 | 55.6188 | 49.6114 | 41.1765 | 17.6471 | 260 | 1266 | 45 | 2 | 61 | 80.2166 |
27 | 87.1679 | 81.6561 | 79.1944 | 87.0968 | 3.2258 | 255 | 338 | 59 | 7 | 54 | 80.4973 |
28 | 58.0340 | 50.1382 | 60.2877 | 50.0000 | 20.0000 | 384 | 653 | 26 | 5 | 57 | 73.1542 |
29 | 69.1998 | 67.3956 | 59.6043 | 64.0000 | 12.0000 | 89 | 570 | 30 | 1 | 47 | 78.0026 |
30 | 69.7932 | 69.7932 | 72.6231 | 42.2222 | 2.2222 | 46 | 520 | 33 | 0 | 39 | 78.4711 |
31 | 88.2486 | 88.2486 | 86.9284 | 88.8889 | 2.2222 | 84 | 162 | 13 | 0 | 17 | 81.1682 |
32 | 64.2344 | 63.4787 | 61.1019 | 32.5000 | 25.0000 | 167 | 1654 | 71 | 1 | 114 | 79.0255 |