UAV Tracking on Self-Collected
89.7PrecisionByteTrack
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ByteTrackBackbone=YOLO11l, Deployment Strategy=Frame-by-Frame Tracking2025.12 | 89.7 | 66.5 | 6.1 | |
| SDG-TrackBackbone=YOLO11l, Deployment Strategy=Sparse Detection + Interpolation2025.12 | 87.1 | 63.5 | 35.1 | |
| KCFBackbone=YOLO11l, Deployment Strategy=Sparse Detection + Interpolation2025.12 | 74.5 | 53.2 | 56.7 | |
| Kalman PredictorBackbone=YOLO11l, Deployment Strategy=Sparse Detection + Interpolation2025.12 | 61.2 | 41 | 76.9 | |
| ByteTrackBackbone=YOLO11n, Deployment Strategy=Frame-by-Frame Tracking2025.12 | 45.3 | 31 | 22.6 |