CRF_TRACK:
Video not available.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT16 |
Short name:
CRF_TRACK
Detector:
Public
Description:
Reference:
Jun xiang, Chao Ma, Guohan Xu, Jianhua Hou, End-to-End Learning Deep CRF models for Multi-Object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2020
Last submitted:
June 13, 2019 (3 years ago)
Published:
June 13, 2019 at 09:46:50 CET
Submissions:
1
Project page / code:
n/a
Open source:
Yes
Hardware:
Runtime:
1.5 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 | 50.3 | 54.4 | 40.7 | 139 (18.3) | 271 (35.7) | 7,148 | 82,746 | 54.6 | 93.3 | 41.6 | 40.1 | 44.2 | 74.6 | 42.5 | 72.7 | 78.5 | 1.2 | 702 (12.9) | 1,387 (25.4) |
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 | 47.9 | 62.5 | 47.8 | 10 | 6 | 464 | 2,854 | 55.4 | 88.4 | 57.1 | 40.2 | 61.5 | 74.0 | 43.3 | 69.1 | 76.6 | 1.0 | 12 | 45 |
| MOT16-03 | 56.9 | 56.0 | 41.8 | 31 | 27 | 2,967 | 41,815 | 60.0 | 95.5 | 40.0 | 44.1 | 42.4 | 73.6 | 46.5 | 74.1 | 78.7 | 2.0 | 309 | 605 |
| MOT16-06 | 48.7 | 60.7 | 45.8 | 43 | 100 | 438 | 5,413 | 53.1 | 93.3 | 52.6 | 40.1 | 56.1 | 77.6 | 42.4 | 74.6 | 79.8 | 0.4 | 63 | 128 |
| MOT16-07 | 48.2 | 51.3 | 38.0 | 9 | 11 | 720 | 7,649 | 53.1 | 92.3 | 37.9 | 38.6 | 39.9 | 75.5 | 40.9 | 71.2 | 77.5 | 1.4 | 89 | 184 |
| MOT16-08 | 36.6 | 48.5 | 37.6 | 16 | 21 | 1,237 | 9,290 | 44.5 | 85.8 | 43.4 | 32.7 | 46.1 | 77.3 | 35.6 | 68.7 | 79.2 | 2.0 | 89 | 153 |
| MOT16-12 | 46.5 | 57.4 | 44.2 | 18 | 36 | 405 | 4,001 | 51.8 | 91.4 | 51.2 | 38.3 | 53.6 | 80.9 | 41.2 | 72.8 | 80.8 | 0.5 | 34 | 51 |
| MOT16-14 | 31.0 | 43.3 | 29.6 | 12 | 70 | 917 | 11,724 | 36.6 | 88.1 | 33.0 | 26.6 | 35.1 | 70.0 | 28.0 | 67.5 | 75.7 | 1.2 | 106 | 221 |
Raw data:
