Object Detection on WiderPerson
92.12mAP@.5BPIM(YOLOv5l)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BPIM(YOLOv5l)Resolution=640×640, Parameters (M)=56.802631, GFLOPs=155.32026.01 | 92.12 | 64.81 | |
| MSAGNetResolution=1024×10242026.01 | 92.11 | — | |
| YOLOv7Resolution=640×640, Parameters (M)=37.112573, GFLOPs=105.02026.01 | 92.1 | 64.79 | |
| IterDetResolution=1024×10242026.01 | 91.94 | — | |
| YOLOv10lResolution=640×640, Parameters (M)=25.717910, GFLOPs=126.32026.01 | 91.5 | 66.6 | |
| YOLOv5l-P2Resolution=640×640, Parameters (M)=47.087624, GFLOPs=126.82026.01 | 90.16 | 64.01 | |
| BPIM(YOLOv5n)Resolution=640×640, Parameters (M)=2.806354, GFLOPs=7.02026.01 | 89 | 59.95 | |
| YOLOv10nResolution=640×640, Parameters (M)=2.694806, GFLOPs=8.22026.01 | 88.6 | 63.1 | |
| YOLOv5n-P2Resolution=640×640, Parameters (M)=1.760680, GFLOPs=4.82026.01 | 87.6 | 57.46 |