KCF16:
MOT16-01
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
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 (6 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:
