Table 5.
Experimental comparison of the VeRi-Wild dataset.
| Algorithm | VeRi-Wild (3000) | VeRi-Wild (5000) | ||||
|---|---|---|---|---|---|---|
| mAP (%) | rank−1 (%) | rank−5 (%) | mAP (%) | rank−1 (%) | rank−5 (%) | |
| GoogLeNet (Liao et al., 2015) | 24.27 | 57.16 | 75.13 | 24.15 | 53.16 | 71.11 |
| HDC (Yuan et al., 2017) | 29.14 | 57.13 | 78.93 | 24.76 | 49.64 | 72.28 |
| Unlabled GAN (Zhu et al., 2017) | 29.86 | 58.06 | 79.60 | 24.71 | 51.58 | 74.42 |
| FDA-Net (Lou et al., 2019a) | 35.11 | 64.03 | 82.81 | 29.80 | 57.82 | 78.34 |
| FDA-Net (Resnet50) | 61.57 | 73.62 | 91.23 | 52.69 | 64.29 | 85.39 |
| CTCAL (Yu et al., 2021) | 70.35 | 83.64 | 92.63 | 65.73 | 80.31 | 90.75 |
| Ours | 71.39 | 86.37 | 94.39 | 68.42 | 83.15 | 92.93 |