Benchmark:
Short name:
V_IOU
Detector:
Public
Description:
Extending IOU Based Multi-Object Tracking by Visual Information
Reference:
E. Bochinski, T. Senst, T. Sikora. Extending IOU Based Multi-Object Tracking by Visual Information. In IEEE International Conference on Advanced Video and Signals-based Surveillance, 2018.
Last submitted:
June 11, 2019 (5 years ago)
Published:
June 16, 2019 at 00:00:00 CET
Submissions:
1
Project page / code:
Open source:
No
Hardware:
3.4GHz, 1 Core
Runtime:
18.2 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| CVPR 2019 Tracking Challenge | 46.7 | 46.0 | 0.0 | 288 (22.9) | 306 (24.4) | 33,776 | 261,964 | 53.2 | 89.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.5 | 2,589 (48.6) | 4,354 (81.8) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| CVPR19-04 | 62.3 | 55.4 | 0.0 | 215 | 101 | 1,970 | 117,098 | 63.2 | 99.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9 | 944 | 1,290 |
| CVPR19-06 | 26.4 | 31.9 | 0.0 | 26 | 96 | 17,110 | 78,487 | 40.1 | 75.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 | 945 | 1,775 |
| CVPR19-07 | 53.6 | 50.5 | 0.0 | 36 | 20 | 1,474 | 13,682 | 58.7 | 92.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.5 | 218 | 334 |
| CVPR19-08 | 14.2 | 25.8 | 0.0 | 11 | 89 | 13,222 | 52,697 | 31.9 | 65.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 16.4 | 482 | 955 |
Raw data: