Multi-Object Tracking on VisDrone-MOT 2019 (val)
94.51MOTAHDST-GNN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HDST-GNNDetections=Oracle2026.06 | 94.51 | 97.24 | 28 | 53 | 848 | |
| SORTDetections=Oracle2026.06 | 89.53 | 94.93 | 144 | 0 | 1,493 | |
| NOWA-MOTDetections=Real det.2026.06 | 53.1 | 55.7 | 1,034 | — | — | |
| StrongSORTDetections=Real det.2026.06 | 44.7 | 55.3 | 1,228 | — | — | |
| ByteTrackDetections=Real det.2026.06 | 40.2 | 52.4 | 1,543 | — | — | |
| DeepSORTDetections=Real det.2026.06 | 32.1 | 44.7 | 1,987 | — | — | |
| SORTDetections=Real det.2026.06 | 24.8 | 38.2 | 2,341 | — | — | |
| SORTdetector=YOLOv8n, detector_pretraining=COCO-pretrained only, VisDrone_fine-tuning=false2026.06 | 13.57 | 28.54 | 117 | 614 | 13,522 | |
| HDST-GNNdetector=YOLOv8n, detector_pretraining=COCO-pretrained only, VisDrone_fine-tuning=false2026.06 | 11.58 | 24.93 | 60 | 612 | 13,991 |