| MOTIP (Deformable DETR, with SportsMOT val) | 65.4 | 86.5 | 75.2 | 78.2 | 96.1 | Multiple Object Tracking as ID Prediction | |
| CenterTrack | 48.0 | 82.1 | 62.7 | 60.0 | 90.8 | Tracking Objects as Points | |
| MOTIP (Deformable DETR) | 62.0 | 83.4 | 71.9 | 75.0 | 92.9 | Multiple Object Tracking as ID Prediction | |
| MeMOTR (Deformable-DETR) | 57.8 | 82.0 | 68.8 | 69.9 | 90.2 | MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking | |