Table 4 Multi-metric test results for different models.
Competition type | Method | MOTP (%) | IDF1 (%) | MOTA (%) |
|---|---|---|---|---|
Singles | Faster R-CNN | 87.93 | 89.41 | 85.67 |
SSD | 90.82 | 86.46 | 85.93 | |
RetinaNet | 91.22 | 87.46 | 89.84 | |
DETR | 90.98 | 90.67 | 89.84 | |
PVT | 92.97 | 91.71 | 91.06 | |
Swin-Transformer | 91.23 | 91.79 | 90.88 | |
Our model | 93.68 | 92.51 | 91.18 | |
Boubles | Faster R-CNN | 86.55 | 86.28 | 89.64 |
SSD | 84.34 | 89.63 | 90.12 | |
RetinaNet | 89.51 | 90.22 | 89.56 | |
DETR | 90.39 | 90.87 | 89.83 | |
PVT | 89.68 | 90.16 | 91.25 | |
Swin-Transformer | 90.24 | 89.43 | 92.14 | |
Our model | 92.17 | 92.18 | 92.83 |
