Object Detection on VisDrone-DET 2019 (val)
56.1mAP@50DAU-YOLO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DAU-YOLORes.=640, Params=28.9M2026.04 | 56.1 | 32.8 | 47.3 | |
| DroneScan-YOLORes.=1280, Params=10.23M, FPS=96.72026.04 | 55.3 | 35.6 | 51.8 | |
| YOLO-LERes.=640, Params=4.0M, FPS=93.02026.04 | 39.9 | 22.5 | 36.9 | |
| YOLOv8sRes.=640, Params=9.83M, FPS=~712026.04 | 38.7 | 23.3 | 37.4 | |
| YOLOv5sRes.=640, Params=7.2M, FPS=99.02026.04 | 23.1 | 12.5 | 36.3 |