LSST16O: using Long term and Short term cues with Switcher-aware Tracker (Online)
MOT16-01
Benchmark:
MOT16 |
Short name:
LSST16O
Detector:
Public
Description:
n/a
Reference:
Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification
Last submitted:
November 02, 2018 (2 years ago)
Published:
January 18, 2019 at 09:55:20 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
i7 7700K，3.60GHz，1Core，GTX 1060
Runtime:
2.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16 | 49.2 | 56.5 | 74.0 | 102 (13.4) | 314 (41.4) | 7,187 | 84,875 | 53.4 | 93.1 | 1.2 | 606 (11.3) | 2,497 (46.7) |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16-01 | 40.8 | 50.3 | 71.1 | 5 | 9 | 110 | 3,659 | 42.8 | 96.1 | 0.2 | 19 | 93 |
| MOT16-03 | 59.7 | 63.6 | 74.3 | 43 | 20 | 3,515 | 38,385 | 63.3 | 95.0 | 2.3 | 197 | 847 |
| MOT16-06 | 39.8 | 50.1 | 69.6 | 25 | 103 | 757 | 6,097 | 47.2 | 87.8 | 0.6 | 88 | 417 |
| MOT16-07 | 41.6 | 48.2 | 72.7 | 6 | 16 | 754 | 8,675 | 46.9 | 91.0 | 1.5 | 97 | 377 |
| MOT16-08 | 33.7 | 42.9 | 77.3 | 8 | 23 | 842 | 10,171 | 39.2 | 88.6 | 1.3 | 90 | 239 |
| MOT16-12 | 26.6 | 40.5 | 75.2 | 6 | 56 | 634 | 5,417 | 34.7 | 81.9 | 0.7 | 34 | 150 |
| MOT16-14 | 29.0 | 42.8 | 73.9 | 9 | 87 | 575 | 12,471 | 32.5 | 91.3 | 0.8 | 81 | 374 |
Raw data:
