Object Detection on VisDrone 2021 (test)
35.81mAP@.5:.95BPIM(YOLOv5l)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BPIM(YOLOv5l)Resolution=1024x1024, Parameters (M)=51.72, GFLOPs=145.12026.01 | 35.81 | 57.35 | |
| BPIM(YOLOv5l)Resolution=960x960, Parameters (M)=51.72, GFLOPs=137.42026.01 | 34.93 | 55.64 | |
| CZ DetResolution=1500×15002026.01 | 33.21 | 58.34 | |
| YOLOv7Resolution=640x640, Parameters (M)=37.250496, GFLOPs=105.32026.01 | 29.75 | 49.58 | |
| BPIM(YOLOv5l)Resolution=640x640, Parameters (M)=56.802729, GFLOPs=155.42026.01 | 29.71 | 49.63 | |
| YOLOv5l-P2Resolution=640x640, Parameters (M)=47.139572, GFLOPs=127.22026.01 | 28.87 | 47.18 | |
| CEASCResolution=1333×800, GFLOPs=150.22026.01 | 28.74 | 50.73 | |
| YOLOv10lResolution=640x640, Parameters (M)=25.73333, GFLOPs=126.42026.01 | 28.1 | 45.4 | |
| YOLOv10nResolution=640x640, Parameters (M)=2.698706, GFLOPs=8.22026.01 | 19.8 | 33.6 | |
| BPIM(YOLOv5n)Resolution=640x640, Parameters (M)=2.819422, GFLOPs=7.12026.01 | 18.54 | 33.1 | |
| YOLOv5n-P2Resolution=640x640, Parameters (M)=1.781008, GFLOPs=52026.01 | 16.29 | 30.38 |