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Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
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Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
CenterTrack
Na
1
Benchmark
performance:
| MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
|---|---|---|---|---|---|---|---|---|---|---|
| 42.4227 | 36.7938 | 38.3825 | 23.9244 | 26.5477 | 5802 | 29766 | 4549 | 98 | 2940 | 75.6864 |
Detailed
performance:
| Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | 63.7804 | 61.7673 | 57.7517 | 67.3469 | 2.0408 | 2052 | 1840 | 429 | 6 | 292 | 78.2344 |
| 21 | 14.1575 | 10.1575 | 22.2727 | 0.0000 | 36.6667 | 47 | 733 | 81 | 1 | 44 | 69.4901 |
| 22 | 17.3792 | 10.3812 | 16.5169 | 9.7087 | 29.1262 | 855 | 6247 | 918 | 17 | 682 | 71.3475 |
| 23 | 75.4683 | 70.1076 | 49.5540 | 64.2857 | 14.2857 | 263 | 711 | 126 | 6 | 74 | 79.4997 |
| 24 | 12.5382 | 0.0196 | 18.3540 | 4.8632 | 52.8875 | 488 | 10558 | 701 | 42 | 397 | 71.2112 |
| 25 | 46.7885 | 41.5227 | 45.3601 | 28.1609 | 1.7241 | 524 | 1989 | 718 | 8 | 360 | 73.7537 |
| 26 | 48.9785 | 46.8285 | 32.6838 | 35.2941 | 29.4118 | 201 | 1534 | 163 | 2 | 110 | 78.5213 |
| 27 | 62.4483 | 56.1491 | 36.8590 | 58.0645 | 8.0645 | 306 | 1146 | 456 | 8 | 281 | 77.0379 |
| 28 | 45.4402 | 39.1236 | 34.7235 | 35.0000 | 20.0000 | 274 | 928 | 180 | 4 | 127 | 71.3689 |
| 29 | 45.1498 | 43.3456 | 38.7360 | 32.0000 | 24.0000 | 145 | 948 | 134 | 1 | 121 | 72.7270 |
| 30 | 51.1346 | 51.1346 | 55.6037 | 24.4444 | 6.6667 | 52 | 788 | 129 | 0 | 76 | 77.8799 |
| 31 | 63.3848 | 63.3848 | 50.0820 | 73.3333 | 2.2222 | 249 | 388 | 170 | 0 | 114 | 72.9980 |
| 32 | 49.9811 | 47.7140 | 36.8785 | 25.0000 | 20.0000 | 346 | 1956 | 344 | 3 | 262 | 75.3346 |