UAV Tracking on LRDD v2
91.5PrecisionByteTrack
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ByteTrackBackbone=YOLO11l, Deployment Strategy=Frame-by-Frame Tracking2025.12 | 91.5 | 68.2 | 6.1 | |
| SDG-TrackBackbone=YOLO11l, Deployment Strategy=Sparse Detection + Interpolation2025.12 | 88.9 | 64.7 | 35.1 | |
| Kalman PredictorBackbone=YOLO11l, Deployment Strategy=Sparse Detection + Interpolation2025.12 | 61.3 | 39.5 | 76.9 | |
| KCFBackbone=YOLO11l, Deployment Strategy=Sparse Detection + Interpolation2025.12 | 59.4 | 41.8 | 56.7 | |
| ByteTrackBackbone=YOLO11n, Deployment Strategy=Frame-by-Frame Tracking2025.12 | 41.2 | 28.5 | 22.6 |