Multi-Object Tracking on Human in Events (HiEve) (test)
61.7MOTAByteTrack
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ByteTrackProtocol=Private Detector2021.10 | 61.7 | 63.1 | 38.3 | 21.6 | 2,822 | 22,852 | — | 1,031 | |
| SiamMOTBackbone=DLA-169, Detection protocol=public detection2021.05 | 53.2 | 51.7 | 26.7 | 27.5 | 2,837 | 28,485 | 1,730 | — | |
| SiamMOTBackbone=DLA-34, Detection protocol=public detection2021.05 | 51.5 | 47.9 | 25.8 | 26.1 | 3,509 | 28,687 | 1,866 | — | |
| LinkBoxDetection protocol=public detection2021.05 | 51.4 | 47.2 | 29.3 | 29 | 2,804 | 29,345 | 1,725 | — | |
| Selective JDEDetection protocol=public detection2021.05 | 50.6 | 56.8 | 25.1 | 30.3 | 2,860 | 29,850 | 1,719 | — | |
| CSTrackDetection Protocol=private detection2020.10 | 48.6 | 51.4 | 20.4 | 33.5 | 2,366 | 31,933 | — | 1,475 | |
| CSTrackExtra training dataset=true2022.05 | 48.6 | 51.4 | 20.4 | 33.5 | 2,366 | 31,933 | — | 1,475 | |
| FCS TrackDetection protocol=public detection2021.05 | 47.8 | 49.8 | 25.3 | 30.2 | 3,847 | 30,862 | 1,658 | — | |
| SGTExtra training dataset=false2022.05 | 47.2 | 53.7 | 24 | 28.8 | 4,699 | 30,727 | — | 1,361 | |
| NewTrackerDetection Protocol=private detection2020.10 | 46.4 | 43.2 | 26.3 | 30.8 | 4,667 | 30,489 | — | 2,133 | |
| NewTrackerExtra training dataset=true2022.05 | 46.4 | 43.2 | 26.3 | 30.8 | 4,667 | 30,489 | — | 2,133 | |
| CenterTrackDetection Protocol=private detection2020.10 | 42.4 | 38.3 | 23.9 | 26.5 | 5,802 | 29,766 | — | 2,940 | |
| CenterTrackProtocol=Private Detector2021.10 | 40.9 | 45.1 | 10.8 | 32.2 | 3,208 | 36,414 | — | 1,568 | |
| CenterTrackExtra training dataset=false2022.05 | 40.9 | 45.1 | 10.8 | 32.2 | 3,208 | 36,414 | — | 1,568 | |
| IOUtrackerProtocol=Private Detector2021.10 | 38.6 | 38.6 | 28.3 | 27.6 | 9,640 | 28,993 | — | 4,153 | |
| FairMOTProtocol=Private Detector2021.10 | 35 | 46.7 | 16.3 | 44.2 | 6,523 | 37,750 | — | 995 | |
| FairMOTDetection Protocol=private detection2020.10 | 35 | 46.6 | 16.2 | 44.1 | 6,523 | 37,750 | — | 2,312 | |
| FairMOTExtra training dataset=false2022.05 | 35 | 46.7 | 16.3 | 44.2 | 6,523 | 37,750 | — | 995 | |
| JDEProtocol=Private Detector2021.10 | 33.1 | 36 | 15.1 | 24.1 | 9,526 | 33,327 | — | 3,747 | |
| JDEDetection Protocol=private detection2020.10 | 33.1 | 36 | 15.1 | 24.1 | 9,528 | 33,327 | — | 3,605 | |
| JDEExtra training dataset=false2022.05 | 33.1 | 36 | 15.1 | 24.1 | 6,318 | 43,577 | — | 3,747 | |
| DeepSORTDetection protocol=public detection2021.05 | 27.1 | 28.6 | 8.5 | 41.5 | 5,894 | 42,668 | 2,220 | — | |
| DeepSORTProtocol=Private Detector2021.10 | 27.1 | 28.6 | 8.5 | 41.5 | 5,894 | 42,668 | — | 2,220 | |
| DeepSORTDetection Protocol=private detection2020.10 | 27.1 | 28.5 | 8.4 | 41.4 | 5,894 | 42,668 | — | 3,122 | |
| DeepSORTExtra training dataset=false2022.05 | 27.1 | 28.5 | 8.4 | 41.4 | 5,894 | 42,668 | — | 3,122 | |
| MOTDTProtocol=Private Detector2021.10 | 26.1 | 32.9 | 8.2 | 54.6 | 6,318 | 43,577 | — | 1,599 |