Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
https://arxiv.org/abs/1912.05949
25.8 Hz
1
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
31.3111 | 26.1991 | 37.6763 | 35.9916 | 24.3442 | 17309 | 26158 | 4392 | 89 | 3063 | 75.2663 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 63.9145 | 62.2369 | 55.8358 | 77.5510 | 6.1224 | 2765 | 1333 | 207 | 5 | 201 | 78.2449 |
21 | -3.1904 | -7.1904 | 26.9651 | 0.0000 | 26.6667 | 410 | 495 | 130 | 1 | 85 | 65.6949 |
22 | -1.1332 | -7.7196 | 18.3832 | 14.5631 | 12.6214 | 2927 | 5456 | 1434 | 16 | 962 | 67.2322 |
23 | 78.0330 | 73.5657 | 36.7996 | 71.4286 | 14.2857 | 324 | 493 | 168 | 5 | 123 | 80.5650 |
24 | 3.4472 | -8.1772 | 16.7788 | 4.5593 | 54.1033 | 1738 | 10613 | 617 | 39 | 469 | 68.1888 |
25 | 25.2470 | 19.9812 | 45.3339 | 69.5402 | 0.0000 | 2927 | 1055 | 557 | 8 | 163 | 76.0696 |
26 | 22.8226 | 21.7476 | 28.4185 | 41.1765 | 23.5294 | 1199 | 1538 | 134 | 1 | 152 | 76.2570 |
27 | 71.0096 | 65.4978 | 48.2619 | 83.8710 | 1.6129 | 665 | 471 | 337 | 7 | 208 | 77.1694 |
28 | -19.7394 | -26.0560 | 30.4075 | 40.0000 | 20.0000 | 2082 | 768 | 183 | 4 | 163 | 71.4038 |
29 | 23.2007 | 21.3965 | 33.3192 | 44.0000 | 12.0000 | 921 | 671 | 126 | 1 | 127 | 73.4526 |
30 | 41.8053 | 41.8053 | 35.8351 | 40.0000 | 2.2222 | 375 | 557 | 222 | 0 | 123 | 76.5622 |
31 | 63.0218 | 63.0218 | 57.8586 | 82.2222 | 4.4444 | 403 | 300 | 112 | 0 | 72 | 75.5009 |
32 | 40.5293 | 39.0179 | 49.3768 | 27.5000 | 32.5000 | 573 | 2408 | 165 | 2 | 215 | 74.7962 |