LTTSC-CRF: Tracking by Detection with CRF
MOT16-03
Benchmark:
MOT16 |
Short name:
LTTSC-CRF
Detector:
Public
Description:
n/a
Reference:
N. Le, A. Heili, M. Odobez. Long-Term Time-Sensitive Costs for CRF-Based Tracking by Detection. In ECCVw, 2016.
Last submitted:
June 02, 2016 (8 years ago)
Published:
September 02, 2016 at 18:02:46 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
CPU 3.4GHz, corei7
Runtime:
0.6 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 | 37.6 | 42.1 | 33.1 | 73 (9.6) | 419 (55.2) | 11,969 | 101,343 | 44.4 | 87.1 | 33.3 | 32.9 | 36.1 | 70.8 | 35.5 | 69.6 | 78.9 | 2.0 | 481 (10.8) | 1,012 (22.8) |
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 | 27.4 | 33.6 | 26.3 | 3 | 11 | 641 | 3,982 | 37.7 | 79.0 | 26.9 | 25.8 | 34.9 | 55.7 | 28.8 | 60.2 | 77.2 | 1.4 | 18 | 41 |
| MOT16-03 | 46.5 | 44.8 | 35.5 | 24 | 35 | 7,486 | 48,143 | 54.0 | 88.3 | 31.8 | 40.0 | 33.9 | 73.0 | 43.4 | 71.0 | 79.4 | 5.0 | 261 | 535 |
| MOT16-06 | 34.9 | 48.2 | 36.6 | 23 | 149 | 263 | 7,220 | 37.4 | 94.3 | 47.6 | 28.3 | 52.5 | 72.1 | 29.3 | 73.9 | 78.9 | 0.2 | 22 | 49 |
| MOT16-07 | 33.1 | 44.1 | 31.7 | 5 | 18 | 925 | 9,913 | 39.3 | 87.4 | 35.1 | 28.7 | 38.3 | 64.0 | 30.6 | 68.1 | 77.1 | 1.9 | 77 | 165 |
| MOT16-08 | 21.0 | 30.8 | 26.0 | 4 | 38 | 709 | 12,501 | 25.3 | 85.7 | 34.0 | 19.8 | 38.3 | 67.6 | 20.8 | 70.4 | 80.0 | 1.1 | 16 | 30 |
| MOT16-12 | 27.7 | 46.0 | 35.0 | 9 | 56 | 884 | 5,102 | 38.5 | 78.3 | 44.5 | 27.5 | 47.8 | 71.4 | 30.5 | 62.2 | 77.7 | 1.0 | 12 | 41 |
| MOT16-14 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 |
Raw data:
