Multi-Object Tracking on SoccerNet (test)
83.11HOTADeep-EIoU + GTA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Deep-EIoU + GTARefinement=Global Tracklet Association2024.11 | 83.11 | 88.13 | 78.38 | 84.66 | 88.03 | 2,188 | |
| Deep-EIoURefinement=None2024.11 | 79.41 | 88.14 | 71.55 | 78.4 | 87.92 | 2,803 | |
| SIKNetAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 76.17 | — | 67.45 | 77.81 | 95.43 | 3,844 | |
| KNetAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 75.49 | — | 66.67 | 77.71 | 94.71 | 4,354 | |
| SKNetAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 73.82 | — | 65.14 | 77.43 | 94.24 | 4,171 | |
| SORT + GTARefinement=Global Tracklet Association2024.11 | 72.73 | 76.04 | 69.62 | 81.24 | 82.93 | 1,374 | |
| KFAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 72.3 | — | 62.48 | 75.58 | 94.62 | 5,054 | |
| ByteTrack + GTARefinement=Global Tracklet Association2024.11 | 71.97 | 75.1 | 69.03 | 82.67 | 84.91 | 3,149 | |
| ByteTrackRefinement=None2024.11 | 67.3 | 75.14 | 60.38 | 73.22 | 84.66 | 4,558 | |
| SORTRefinement=None2024.11 | 65.89 | 76.11 | 57.15 | 68.56 | 82.59 | 3,281 | |
| DeepMoveSORT-RNNFiltermotion_filter=RNNFilter2024.06 | 62.8 | 65.6 | 60.2 | — | — | — | |
| DeepMoveSORT-TransFiltermotion_filter=TransFilter2024.06 | 62.5 | 65.8 | 59.5 | — | — | — | |
| ByteTrack-ReIDReID=true2024.06 | 61.5 | 65.8 | 57.6 | — | — | — | |
| BoT-SORT-ReIDReID=true2024.06 | 60.8 | 65.7 | 56.2 | — | — | — | |
| ByteTrackReID=false2024.06 | 59.8 | 65.6 | 54.7 | — | — | — | |
| BoT-SORTReID=false2024.06 | 59.8 | 65.6 | 54.7 | — | — | — | |
| YOLOv8+PRTreIDDetector=YOLOv8, Tracker=PRTreID2025.12 | 59.8 | 61.1 | 58.6 | 74.5 | 73.1 | — | |
| SoccerMaster+MOTIPDetector=SoccerMaster, Tracker=MOTIP2025.12 | 59.1 | 65.2 | 53.9 | 74.6 | 81.6 | — | |
| FairMOT2024.06 | 57.9 | 66.6 | 50.5 | — | — | — | |
| TDLPInput features=extra features2025.12 | 56.3 | 58.7 | 54.2 | 70.4 | 67.4 | — | |
| YOLOv8+StrongSort++Detector=YOLOv8, Tracker=StrongSort++2025.12 | 56.2 | 62.9 | 50.3 | 66.5 | 75 | — | |
| YOLOv8+OC-SORTDetector=YOLOv8, Tracker=OC-SORT2025.12 | 54.6 | 63.5 | 47.1 | 62.5 | 76.2 | — | |
| CAMELTrackInput features=extra features2025.12 | 54.2 | 58.7 | 50.3 | 67.5 | 67.4 | — | |
| TDLP-bboxInput features=bbox features2025.12 | 52.2 | 58.5 | 46.7 | 63.6 | 67.7 | — | |
| ByteTrackInput features=bbox features2025.12 | 50.3 | 58.9 | 43.1 | 57.2 | 68.8 | — | |
| SORTInput features=bbox features2025.12 | 48.3 | 58.9 | 39.7 | 53.4 | 68.6 | — | |
| DeepSORT2024.06 | 36.6 | 40 | 33.8 | — | — | — |