Patch Selection on DOTA
28.52Recall@Ratio (1%)DenseScout
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DenseScoutCategory=Frontend selectors, Params (M)=1.01, GFLOPs=0.722026.04 | 28.52 | 38.2 | 48.4 | |
| NanoDet-PlusCategory=Full-image detectors, Params (M)=4.18, GFLOPs=1.852026.04 | 18.39 | 25.79 | 37.92 | |
| RetinaNet-R50Category=Full-image detectors, Params (M)=32.36, GFLOPs=~1452026.04 | 16.07 | 22.89 | 32.38 | |
| RT-DETR-lightCategory=Full-image detectors, Params (M)=32.83, GFLOPs=54.022026.04 | 13.69 | 20.11 | 28.93 | |
| YOLO11nCategory=Full-image detectors, Params (M)=2.59, GFLOPs=3.232026.04 | 12.49 | 18.92 | 27.66 | |
| YOLOv8nCategory=Full-image detectors, Params (M)=3.01, GFLOPs=4.102026.04 | 10.78 | 17.57 | 25.96 | |
| DPRCategory=Frontend selectors, Params (M)=65.17, GFLOPs=28.342026.04 | 6.64 | 11.14 | 15.67 |