Benchmark:
MOT16 |
Short name:
JCSTD
Detector:
Public
Description:
n/a
Reference:
W. Tian, M. Lauer, L. Chen. Online Multi-Object Tracking Using Joint Domain Information in Traffic Scenarios. In IEEE Transactions on Intelligent Transportation Systems, 2019.
Last submitted:
May 30, 2018 (5 years ago)
Published:
May 30, 2018 at 15:59:26 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
2.7Hz, 1 Core
Runtime:
8.8 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 | 47.4 | 41.1 | 31.7 | 109 (14.4) | 276 (36.4) | 8,076 | 86,638 | 52.5 | 92.2 | 26.8 | 37.9 | 31.8 | 54.2 | 40.4 | 71.0 | 77.9 | 1.4 | 1,266 (24.1) | 2,697 (51.4) |
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 | 39.9 | 40.1 | 31.9 | 7 | 8 | 222 | 3,587 | 43.9 | 92.7 | 33.2 | 30.8 | 36.7 | 60.4 | 32.4 | 68.3 | 75.7 | 0.5 | 34 | 100 |
| MOT16-03 | 54.5 | 41.0 | 31.8 | 36 | 24 | 4,945 | 42,036 | 59.8 | 92.7 | 23.8 | 42.9 | 28.9 | 50.9 | 46.0 | 71.3 | 77.9 | 3.3 | 642 | 1,166 |
| MOT16-06 | 47.9 | 49.3 | 36.5 | 28 | 92 | 252 | 5,670 | 50.9 | 95.9 | 36.6 | 36.6 | 46.2 | 58.6 | 38.2 | 72.1 | 77.2 | 0.2 | 87 | 359 |
| MOT16-07 | 44.8 | 43.4 | 32.9 | 8 | 11 | 963 | 7,913 | 51.5 | 89.7 | 29.6 | 36.8 | 33.7 | 58.0 | 39.5 | 68.9 | 77.1 | 1.9 | 140 | 258 |
| MOT16-08 | 31.6 | 34.8 | 27.8 | 6 | 25 | 419 | 10,872 | 35.0 | 93.3 | 28.7 | 27.0 | 32.2 | 62.7 | 28.2 | 75.2 | 81.1 | 0.7 | 151 | 335 |
| MOT16-12 | 41.5 | 50.3 | 38.8 | 14 | 40 | 275 | 4,531 | 45.4 | 93.2 | 45.0 | 33.5 | 48.8 | 69.4 | 35.4 | 72.7 | 79.7 | 0.3 | 44 | 167 |
| MOT16-14 | 28.6 | 35.5 | 26.0 | 10 | 76 | 1,000 | 12,029 | 34.9 | 86.6 | 26.9 | 25.3 | 30.8 | 55.6 | 26.9 | 66.7 | 76.6 | 1.3 | 168 | 312 |
Raw data: