Benchmark:
MOT16 |
Short name:
NOTA_16
Detector:
Public
Description:
n/a
Reference:
L. Chen, H. Ai, R. Chen, Z. Zhuang. Aggregate Tracklet Appearance Features for Multi-Object Tracking. In IEEE Signal Processing Letters, 2019.
Last submitted:
November 22, 2018 (6 years ago)
Published:
June 10, 2019 at 18:23:23 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
GTX 1080, 2.3 GHz, 1 Core
Runtime:
19.2 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 | 49.8 | 55.3 | 40.7 | 136 (17.9) | 286 (37.7) | 7,248 | 83,614 | 54.1 | 93.2 | 42.0 | 39.7 | 45.7 | 72.6 | 42.0 | 72.3 | 78.2 | 1.2 | 614 (11.3) | 1,372 (25.3) |
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 | 42.0 | 48.4 | 35.9 | 4 | 8 | 201 | 3,486 | 45.5 | 93.5 | 40.2 | 32.1 | 44.1 | 70.7 | 33.7 | 69.4 | 76.0 | 0.4 | 24 | 58 |
| MOT16-03 | 57.1 | 59.7 | 43.5 | 37 | 23 | 3,871 | 40,729 | 61.0 | 94.3 | 42.5 | 44.7 | 45.0 | 73.3 | 47.3 | 73.1 | 78.1 | 2.6 | 268 | 651 |
| MOT16-06 | 50.2 | 52.2 | 40.7 | 47 | 100 | 533 | 5,171 | 55.2 | 92.3 | 42.7 | 39.1 | 60.8 | 56.1 | 41.7 | 69.7 | 76.9 | 0.4 | 42 | 144 |
| MOT16-07 | 47.3 | 52.1 | 37.6 | 9 | 13 | 527 | 7,982 | 51.1 | 94.1 | 38.3 | 37.2 | 40.5 | 73.8 | 39.0 | 71.8 | 77.3 | 1.1 | 88 | 181 |
| MOT16-08 | 35.4 | 44.4 | 35.2 | 12 | 22 | 551 | 10,159 | 39.3 | 92.3 | 40.3 | 30.9 | 42.6 | 78.2 | 32.4 | 76.0 | 81.7 | 0.9 | 102 | 125 |
| MOT16-12 | 40.3 | 56.1 | 41.8 | 15 | 37 | 654 | 4,274 | 48.5 | 86.0 | 50.1 | 35.0 | 53.7 | 76.1 | 38.4 | 68.1 | 79.6 | 0.7 | 23 | 55 |
| MOT16-14 | 30.8 | 43.9 | 31.1 | 12 | 83 | 911 | 11,813 | 36.1 | 88.0 | 36.9 | 26.3 | 40.6 | 67.9 | 27.9 | 68.0 | 77.2 | 1.2 | 67 | 158 |
Raw data: