Benchmark:
MOT16 |
Short name:
TSN_16
Detector:
Public
Description:
n/a
Reference:
J. Peng, F. Qiu, et.al. Tracklet Siamese Network with Constrained Clustering for Multiple Object Tracking. In VCIP, 2018.
Last submitted:
July 13, 2018 (6 years ago)
Published:
July 17, 2020 at 13:12:53 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
3.30 GHZ, 1 Core
Runtime:
0.8 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 | 48.2 | 45.7 | 35.5 | 151 (19.9) | 295 (38.9) | 8,447 | 85,315 | 53.2 | 92.0 | 33.1 | 38.6 | 36.2 | 69.6 | 41.3 | 71.3 | 78.6 | 1.4 | 665 (12.5) | 829 (15.6) |
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 | 35.1 | 32.9 | 27.4 | 5 | 10 | 201 | 3,927 | 38.6 | 92.5 | 27.3 | 27.6 | 29.8 | 64.4 | 28.8 | 69.1 | 75.9 | 0.4 | 22 | 34 |
| MOT16-03 | 55.5 | 46.4 | 36.1 | 33 | 25 | 4,149 | 42,092 | 59.7 | 93.8 | 30.6 | 43.0 | 33.0 | 68.2 | 46.0 | 72.2 | 78.7 | 2.8 | 333 | 394 |
| MOT16-06 | 48.7 | 56.5 | 42.0 | 57 | 98 | 837 | 5,006 | 56.6 | 88.6 | 44.6 | 40.0 | 56.2 | 64.3 | 43.6 | 68.2 | 77.3 | 0.7 | 73 | 118 |
| MOT16-07 | 45.2 | 43.0 | 32.8 | 9 | 16 | 650 | 8,204 | 49.7 | 92.6 | 30.1 | 36.3 | 31.4 | 75.3 | 38.4 | 71.4 | 77.6 | 1.3 | 91 | 102 |
| MOT16-08 | 37.1 | 41.3 | 33.5 | 11 | 22 | 633 | 9,827 | 41.3 | 91.6 | 35.1 | 32.1 | 39.8 | 71.4 | 33.9 | 75.2 | 81.4 | 1.0 | 62 | 69 |
| MOT16-12 | 40.7 | 54.0 | 42.1 | 20 | 38 | 903 | 3,980 | 52.0 | 82.7 | 47.6 | 37.2 | 50.5 | 76.0 | 41.9 | 66.6 | 80.1 | 1.0 | 34 | 35 |
| MOT16-14 | 27.5 | 40.5 | 30.2 | 16 | 86 | 1,074 | 12,279 | 33.6 | 85.2 | 37.6 | 24.5 | 39.9 | 73.9 | 26.2 | 66.5 | 77.6 | 1.4 | 50 | 77 |
Raw data: