Object Detection on UAV
95.96PrecisionECFNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ECFNetFLOPs=31.7, Params=22.7, FPS=902026.06 | 95.96 | 91.63 | 95.87 | |
| YOLOv12-LPub’Year=NeurIPS’25, FLOPs=88.9, Params=26.4, FPS=762026.06 | 95.92 | 87.91 | 93.12 | |
| YOLO11-LPub’Year=2024, FLOPs=86.6, Params=25.3, FPS=782026.06 | 95.53 | 89.85 | 95.39 | |
| D-FINE-LPub’Year=ICLR’25, FLOPs=90.7, Params=30.6, FPS=402026.06 | 95.27 | 91.32 | 93.18 | |
| DINOPub’Year=ICLR’23, FLOPs=398.6, Params=47.0, FPS=262026.06 | 94.36 | 83.28 | 91.27 | |
| EFLNetPub’Year=TGRS’24, FLOPs=102.2, Params=38.3, FPS=692026.06 | 93.28 | 86.89 | 91.92 | |
| DQ-DETRPub’Year=ECCV’24, FLOPs=578.5, Params=58.7, FPS=182026.06 | 89.84 | 78.23 | 84.22 | |
| DAGNetPub’Year=TII’23, FLOPs=170.7, Params=150.5, FPS=402026.06 | 88.72 | 80.34 | 85.31 | |
| ESOD-LPub’Year=TIP’25, FLOPs=38.1, Params=72.8, FPS=862026.06 | 86.28 | 83.05 | 85.63 | |
| QueryDetPub’Year=CVPR’22, FLOPs=888.4, Params=35.3, FPS=92026.06 | 64.59 | 77.16 | 64.16 |