Benchmark:
Short name:
IOU_19
Detector:
Public
Description:
Simple high-speed tracker without using image information
Parameters: -sl 0.0 -sh 0.1 -si 0.3 -tm 1
Reference:
E. Bochinski, V. Eiselein, T. Sikora. High-Speed Tracking-by-Detection Without Using Image Information. In International Workshop on Traffic and Street Surveillance for Safety and Security at IEEE AVSS 2017, 2017.
Last submitted:
June 07, 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:
183.3 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 | 35.8 | 25.7 | 0.0 | 126 (10.0) | 389 (31.0) | 24,427 | 319,696 | 42.9 | 90.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.5 | 15,676 (365.3) | 17,864 (416.3) |
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 | 46.1 | 28.2 | 0.0 | 74 | 158 | 655 | 161,038 | 49.4 | 99.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | 9,928 | 10,661 |
| CVPR19-06 | 22.0 | 20.6 | 0.0 | 16 | 108 | 12,501 | 86,512 | 34.0 | 78.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.4 | 3,272 | 4,124 |
| CVPR19-07 | 46.6 | 39.7 | 0.0 | 28 | 22 | 1,061 | 15,820 | 52.2 | 94.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8 | 793 | 883 |
| CVPR19-08 | 11.9 | 17.2 | 0.0 | 8 | 101 | 10,210 | 56,326 | 27.2 | 67.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.7 | 1,683 | 2,196 |
Raw data: