KCF16:
MOT16-01
Benchmark:
MOT16 |
Short name:
KCF16
Detector:
Public
Description:
n/a
Reference:
P. Chu, H. Fan, C. Tan, H. Ling. Online Multi-Object Tracking with Instance-Aware Tracker and Dynamic Model Refreshment. In WACV, 2019.
Last submitted:
February 28, 2018 (4 years ago)
Published:
February 25, 2019 at 21:33:27 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3.6 GHZ, 4 Cores
Runtime:
0.1 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 48.8 | 47.2 | 37.2 | 120 (15.8) | 289 (38.1) | 5,875 | 86,567 | 52.5 | 94.2 | 35.9 | 39.1 | 37.8 | 77.0 | 41.2 | 73.9 | 79.0 | 1.0 | 906 (17.3) | 1,116 (21.2) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 36.9 | 36.3 | 30.7 | 5 | 10 | 180 | 3,828 | 40.1 | 93.4 | 32.6 | 29.2 | 34.9 | 74.7 | 30.7 | 71.4 | 78.1 | 0.4 | 26 | 32 |
| MOT16-03 | 57.2 | 50.1 | 40.0 | 37 | 24 | 2,817 | 41,541 | 60.3 | 95.7 | 35.9 | 45.3 | 37.4 | 78.6 | 47.6 | 75.6 | 79.8 | 1.9 | 418 | 406 |
| MOT16-06 | 48.2 | 52.1 | 39.0 | 36 | 91 | 475 | 5,357 | 53.6 | 92.9 | 40.1 | 38.3 | 45.6 | 68.0 | 40.6 | 70.4 | 77.0 | 0.4 | 144 | 251 |
| MOT16-07 | 45.9 | 46.1 | 35.6 | 7 | 15 | 589 | 8,169 | 50.0 | 93.3 | 35.1 | 36.9 | 37.5 | 75.3 | 38.8 | 72.5 | 78.1 | 1.2 | 79 | 101 |
| MOT16-08 | 28.8 | 33.7 | 26.5 | 6 | 25 | 447 | 11,387 | 32.0 | 92.3 | 30.6 | 23.6 | 32.5 | 76.0 | 24.4 | 70.5 | 76.6 | 0.7 | 84 | 86 |
| MOT16-12 | 42.9 | 54.7 | 41.9 | 18 | 43 | 586 | 4,124 | 50.3 | 87.7 | 48.3 | 36.3 | 51.8 | 72.6 | 39.6 | 69.1 | 79.3 | 0.7 | 27 | 94 |
| MOT16-14 | 29.3 | 37.7 | 27.2 | 11 | 81 | 781 | 12,161 | 34.2 | 89.0 | 29.4 | 25.4 | 30.8 | 74.9 | 26.6 | 69.2 | 76.8 | 1.0 | 128 | 146 |
Raw data:
