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 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 49.2 | 56.5 | 41.5 | 74.0 | 102 (13.4) | 314 (41.4) | 7,187 | 84,875 | 53.4 | 93.1 | 44.3 | 39.2 | 48.1 | 71.8 | 41.4 | 72.2 | 77.9 | 1.2 | 606 (11.3) | 2,497 (46.7) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 40.8 | 50.3 | 35.8 | 71.1 | 5 | 9 | 110 | 3,659 | 42.8 | 96.1 | 42.6 | 30.2 | 47.2 | 68.2 | 31.3 | 70.4 | 75.9 | 0.2 | 19 | 93 |
| MOT16-03 | 59.7 | 63.6 | 46.6 | 74.3 | 43 | 20 | 3,515 | 38,385 | 63.3 | 95.0 | 46.9 | 46.6 | 50.2 | 73.0 | 49.1 | 73.7 | 78.1 | 2.3 | 197 | 847 |
| MOT16-06 | 39.8 | 50.1 | 37.1 | 69.6 | 25 | 103 | 757 | 6,097 | 47.2 | 87.8 | 42.2 | 33.3 | 53.8 | 60.8 | 35.5 | 66.1 | 74.6 | 0.6 | 88 | 417 |
| MOT16-07 | 41.6 | 48.2 | 34.5 | 72.7 | 6 | 16 | 754 | 8,675 | 46.9 | 91.0 | 35.9 | 33.7 | 38.7 | 70.1 | 35.7 | 69.3 | 76.6 | 1.5 | 97 | 377 |
| MOT16-08 | 33.7 | 42.9 | 33.7 | 77.3 | 8 | 23 | 842 | 10,171 | 39.2 | 88.6 | 38.3 | 29.8 | 42.3 | 70.2 | 31.8 | 71.9 | 80.6 | 1.3 | 90 | 239 |
| MOT16-12 | 26.6 | 40.5 | 31.5 | 75.2 | 6 | 56 | 634 | 5,417 | 34.7 | 81.9 | 39.2 | 25.4 | 41.8 | 69.8 | 27.5 | 65.0 | 78.1 | 0.7 | 34 | 150 |
| MOT16-14 | 29.0 | 42.8 | 29.5 | 73.9 | 9 | 87 | 575 | 12,471 | 32.5 | 91.3 | 36.8 | 23.9 | 39.2 | 71.7 | 25.0 | 70.1 | 77.6 | 0.8 | 81 | 374 |
Raw data:
