YOONKJ16:
MOT16-01
Benchmark:
MOT16 |
Short name:
YOONKJ16
Detector:
Public
Description:
n/a
Reference:
K. YOON, J. GWAK, Y. SONG, Y. YOON, M. JEON. OneShotDA: Online Multi-object Tracker with One-shot-learning-based Data Association. In IEEE Access, 2020.
Last submitted:
August 01, 2019 (1 year ago)
Published:
August 10, 2019 at 10:49:14 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
i7_GTX1080ti
Runtime:
3.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16 | 47.0 | 50.1 | 75.8 | 125 (16.5) | 317 (41.8) | 7,901 | 88,179 | 51.6 | 92.3 | 1.3 | 627 (12.1) | 945 (18.3) |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16-01 | 37.0 | 33.7 | 71.3 | 5 | 10 | 260 | 3,736 | 41.6 | 91.1 | 0.6 | 32 | 54 |
| MOT16-03 | 54.4 | 54.1 | 75.8 | 34 | 26 | 4,101 | 43,274 | 58.6 | 93.7 | 2.7 | 281 | 460 |
| MOT16-06 | 46.7 | 53.8 | 74.1 | 45 | 109 | 747 | 5,337 | 53.7 | 89.2 | 0.6 | 70 | 98 |
| MOT16-07 | 41.6 | 43.2 | 74.6 | 6 | 17 | 770 | 8,680 | 46.8 | 90.8 | 1.5 | 88 | 121 |
| MOT16-08 | 32.6 | 40.5 | 79.6 | 12 | 22 | 1,086 | 10,114 | 39.6 | 85.9 | 1.7 | 82 | 90 |
| MOT16-12 | 42.3 | 53.0 | 77.6 | 13 | 38 | 443 | 4,321 | 47.9 | 90.0 | 0.5 | 24 | 38 |
| MOT16-14 | 28.3 | 40.3 | 75.1 | 10 | 95 | 494 | 12,717 | 31.2 | 92.1 | 0.7 | 50 | 84 |
Raw data:
