Table 4 Comparative Experiments on the Han Portrait Stone Image Object Detection Dataset
From: Human figure detection in Han portrait stone images via enhanced YOLO-v5
Method | APS | APM | APL | mAP(50-95) |
|---|---|---|---|---|
SSD [6] | 44.68 | 39.73 | 31.91 | 21.92 |
CornerNet [12] | 48.96 | 41.10 | 36.17 | 23.29 |
CenterNet [25] | 55.32 | 43.84 | 38.30 | 24.66 |
RetinaNet [18] | 53.19 | 42.47 | 42.55 | 24.66 |
YOLOv7 [23] | 59.57 | 45.21 | 44.68 | 26.03 |
YOLOX [26] | 61.70 | 46.58 | 46.81 | 27.40 |
DETR [20] | 55.32 | 42.74 | 38.30 | 24.66 |
Deformable DETR [27] | 57.45 | 45.21 | 40.42 | 26.03 |
Our Method | 66.75 | 47.94 | 49.04 | 28.53 |