Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
CenterTrack(baseline)
2000
2
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
40.8827 | 35.7133 | 45.1104 | 10.8080 | 32.2141 | 3208 | 36414 | 1568 | 90 | 6417 | 76.8235 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 62.7326 | 60.3840 | 61.1078 | 14.2857 | 6.1224 | 455 | 3915 | 76 | 7 | 1680 | 79.0626 |
21 | 23.8285 | 19.8285 | 35.4949 | 0.0000 | 30.0000 | 88 | 629 | 47 | 1 | 85 | 67.2567 |
22 | 13.6087 | 7.0223 | 16.7810 | 0.0000 | 38.8350 | 576 | 7309 | 501 | 16 | 830 | 69.1644 |
23 | 74.1748 | 68.8141 | 57.7451 | 64.2857 | 14.2857 | 69 | 1019 | 70 | 6 | 445 | 81.4567 |
24 | 8.3910 | -2.9354 | 15.6266 | 0.3040 | 66.2614 | 523 | 11553 | 228 | 38 | 470 | 69.6659 |
25 | 55.7971 | 50.5313 | 71.7018 | 8.0460 | 0.0000 | 365 | 2261 | 58 | 8 | 633 | 77.5541 |
26 | 40.1344 | 39.0594 | 35.4637 | 11.7647 | 23.5294 | 241 | 1923 | 63 | 1 | 316 | 77.0991 |
27 | 69.5336 | 64.0218 | 53.9071 | 37.0968 | 3.2258 | 142 | 1218 | 188 | 7 | 602 | 78.3436 |
28 | 39.5973 | 33.2807 | 39.7097 | 25.0000 | 25.0000 | 330 | 1125 | 75 | 4 | 246 | 72.1053 |
29 | 50.2012 | 48.3970 | 45.9489 | 24.0000 | 20.0000 | 95 | 965 | 54 | 1 | 224 | 75.1626 |
30 | 51.7902 | 51.7902 | 61.1389 | 20.0000 | 2.2222 | 59 | 829 | 68 | 0 | 189 | 77.5591 |
31 | 67.6044 | 67.6044 | 67.5359 | 40.0000 | 4.4444 | 44 | 617 | 53 | 0 | 238 | 78.7627 |
32 | 36.5028 | 35.7471 | 44.9032 | 22.5000 | 40.0000 | 221 | 3051 | 87 | 1 | 459 | 75.5120 |