Patch Selection on VisDrone
35.16Recall@Ratio (1%)DenseScout
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DenseScoutCategory=Frontend selectors, Params (M)=1.01, GFLOPs=0.722026.04 | 35.16 | 51.15 | 68.93 | |
| DPRCategory=Frontend selectors, Params (M)=65.17, GFLOPs=28.342026.04 | 26.47 | 34.29 | 42.74 | |
| RetinaNet-R50Category=Full-image detectors, Params (M)=32.36, GFLOPs=~1452026.04 | 11.66 | 21.08 | 40.55 | |
| YOLOv8nCategory=Full-image detectors, Params (M)=3.01, GFLOPs=4.102026.04 | 9.43 | 18.57 | 38.16 | |
| NanoDet-PlusCategory=Full-image detectors, Params (M)=4.18, GFLOPs=1.852026.04 | 9.35 | 18.44 | 36.21 | |
| YOLO11nCategory=Full-image detectors, Params (M)=2.59, GFLOPs=3.232026.04 | 9.14 | 18.76 | 36.52 | |
| RT-DETR-lightCategory=Full-image detectors, Params (M)=32.83, GFLOPs=54.022026.04 | 8.45 | 17.23 | 35.85 |