Benchmark:
MOT16 |
Short name:
TBSS
Detector:
Public
Description:
n/a
Reference:
X. Zhou, P. Jiang, Z. Wei, H. Dong, F. Wang. Online Multi-Object Tracking with Structural Invariance Constraint. In BMVC, 2018.
Last submitted:
November 11, 2017 (6 years ago)
Published:
July 31, 2018 at 13:37:37 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2.6 GHZ, 1 Core
Runtime:
3.0 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 | 44.6 | 42.6 | 33.0 | 93 (12.3) | 333 (43.9) | 4,136 | 96,128 | 47.3 | 95.4 | 31.1 | 35.1 | 32.7 | 74.2 | 36.7 | 74.0 | 78.8 | 0.7 | 790 (16.7) | 1,419 (30.0) |
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 | 29.4 | 35.5 | 28.2 | 3 | 10 | 140 | 4,345 | 32.1 | 93.6 | 34.4 | 23.1 | 37.0 | 66.3 | 24.0 | 70.0 | 76.3 | 0.3 | 30 | 62 |
| MOT16-03 | 52.0 | 43.8 | 34.1 | 27 | 32 | 1,763 | 48,060 | 54.0 | 97.0 | 29.2 | 40.1 | 30.4 | 74.7 | 41.9 | 75.1 | 79.0 | 1.2 | 387 | 740 |
| MOT16-06 | 46.8 | 53.7 | 39.2 | 32 | 104 | 277 | 5,774 | 50.0 | 95.4 | 42.6 | 36.3 | 45.6 | 73.0 | 37.9 | 72.5 | 77.6 | 0.2 | 83 | 141 |
| MOT16-07 | 40.8 | 42.7 | 31.4 | 7 | 19 | 469 | 9,097 | 44.3 | 93.9 | 30.5 | 32.5 | 32.2 | 73.0 | 33.9 | 72.0 | 77.4 | 0.9 | 96 | 189 |
| MOT16-08 | 32.5 | 35.1 | 29.0 | 7 | 25 | 437 | 10,772 | 35.6 | 93.2 | 30.2 | 27.8 | 33.2 | 73.0 | 29.0 | 75.8 | 81.3 | 0.7 | 89 | 113 |
| MOT16-12 | 39.6 | 49.1 | 38.0 | 11 | 42 | 559 | 4,408 | 46.9 | 87.4 | 42.3 | 34.2 | 44.6 | 74.7 | 37.2 | 69.4 | 79.7 | 0.6 | 42 | 57 |
| MOT16-14 | 23.0 | 32.9 | 24.3 | 6 | 101 | 491 | 13,672 | 26.0 | 90.7 | 30.7 | 19.3 | 32.3 | 73.3 | 20.0 | 69.8 | 77.8 | 0.7 | 63 | 117 |
Raw data: