Multi-Object Tracking on SportsMOT
79.1HOTAAED
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AEDTraining Setup=Train+Val, Detector=YOLOX2024.09 | 79.1 | 81.8 | 70.1 | 97.1 | 89.4 | 92.8 | 1,855 | |
| Deep-EIoUTraining Setup=Train+Val, Detector=YOLOX2024.09 | 77.2 | 79.8 | 67.7 | 96.3 | 88.2 | 92.4 | 2,659 | |
| AEDTraining Setup=Train, Detector=YOLOX2024.09 | 77 | 80 | 68.1 | 95.1 | 87.1 | 92.5 | 2,240 | |
| DiffMOTTraining Setup=Train+Val, Detector=YOLOX2024.09 | 76.2 | 76.1 | 65.1 | 97.1 | 89.3 | — | — | |
| AED*Training Setup=Train+Val, Detector=YOLOX, Training Data=Cbase of TAO2024.09 | 74.4 | 78.2 | 62.8 | 97 | 88.2 | 92.2 | 2,250 | |
| Deep-EIoUTraining Setup=Train, Detector=YOLOX2024.09 | 74.1 | 75 | 63.1 | 95.1 | 87.2 | 92.5 | 3,066 | |
| MixSort-OCTraining Setup=Train+Val, Detector=YOLOX2024.09 | 74.1 | 74.4 | 62 | 96.5 | 88.5 | 92.7 | 2,781 | |
| MixSort-OCVenue=ICCV'23, training_with_val_set=true2024.06 | 74.1 | 74.4 | 62 | 96.5 | 88.5 | — | — | |
| GeneralTracktraining_with_val_set=false2024.06 | 74.1 | 76.4 | 61.7 | 96.8 | 89 | — | — | |
| OC-SORTTraining Setup=Train+Val, Detector=YOLOX2024.09 | 73.7 | 74 | 61.5 | 96.5 | 88.5 | 92.7 | 2,728 | |
| OC-SORTVenue=CVPR'23, training_with_val_set=false2024.06 | 73.7 | 74 | 61.5 | 96.5 | 88.5 | — | — | |
| AED*Training Setup=Train, Detector=YOLOX, Training Data=Cbase of TAO2024.09 | 72.8 | 76.8 | 61.4 | 95 | 86.3 | 92 | 2,607 | |
| DiffMOTTraining Setup=Train, Detector=YOLOX2024.09 | 72.1 | 72.8 | 60.5 | 94.5 | 86 | — | — | |
| OC-SORTTraining Setup=Train, Detector=YOLOX2024.09 | 71.9 | 72.2 | 59.8 | 94.5 | 86.4 | 92.4 | 3,093 | |
| TransTrackTraining Setup=Train2024.09 | 68.9 | 71.5 | 57.5 | 92.6 | 82.7 | 91 | 4,992 | |
| BoT-SORTTraining Setup=Train, Detector=YOLOX2024.09 | 68.7 | 70 | 55.9 | 94.5 | 84.4 | 90.5 | 6,729 | |
| MixSort-ByteTraining Setup=Train+Val, Detector=YOLOX2024.09 | 65.7 | 74.1 | 54.8 | 96.2 | 78.8 | 85.7 | 2,472 | |
| MixSort-ByteVenue=ICCV'23, training_with_val_set=true2024.06 | 65.7 | 74.1 | 54.8 | 96.2 | 78.8 | — | — | |
| ByteTrackTraining Setup=Train+Val, Detector=YOLOX2024.09 | 64.1 | 71.4 | 52.3 | 95.9 | 78.5 | 85.7 | 3,089 | |
| ByteTrackVenue=ECCV'22, training_with_val_set=false2024.06 | 64.1 | 71.4 | 52.3 | 95.9 | 78.5 | — | — | |
| ByteTrackTraining Setup=Train, Detector=YOLOX2024.09 | 62.8 | 69.8 | 51.2 | 94.1 | 77.1 | 85.6 | 3,267 | |
| CenterTrackTraining Setup=Train2024.09 | 62.7 | 60 | 48 | 90.8 | 82.1 | 90.8 | 10,481 | |
| QDTrackTraining Setup=Train2024.09 | 60.4 | 62.3 | 47.2 | 90.1 | 77.5 | 88 | 6,377 | |
| GTRVenue=CVPR'22, training_with_val_set=false2024.06 | 54.5 | 55.8 | 45.9 | 67.9 | 64.8 | — | — | |
| FairMOTTraining Setup=Train2024.09 | 49.3 | 53.5 | 34.7 | 86.4 | 70.2 | 83.9 | 9,928 |