Table 3 Results from the ablation experiments on the Han portrait stone image dataset for detecting Fuxi-Nüwa, and Dancer scenes. mAP(50) (mAP@IOU=(0.5)); mAP(50–95) (mAP@IOU=(0.5\(-\)0.95))
From: Human figure detection in Han portrait stone images via enhanced YOLO-v5
Method | mAp(50) | mAp(50-95) | ||
|---|---|---|---|---|
Fuxi-Nüwa | Dancer | Fuxi-Nüwa | Dancer | |
YOLO-v5 | 64.02 | 43.96 | 47.36 | 27.10 |
YOLO-v5+SPD | 64.42 | 44.75 | 47.47 | 27.59 |
YOLO-v5+CA | 66.09 | 45.44 | 48.56 | 27.96 |
YOLO-v5+DIoU | 64.15 | 44.06 | 47.39 | 27.16 |
YOLO-v5+Alpha | 64.73 | 44.71 | 47.86 | 27.63 |
YOLO-v5+SPD+ | 66.75 | 45.93 | 49.04 | 28.53 |
CA+DIoU+Alpha | ||||