| 模型 | Market-1501 | DukeMTMC-reID | ||||||
| Rank-1 | Rank-5 | Rank10 | mAP | Rank-1 | Rank-5 | Rank-10 | mAP | |
| SpindleNet [7] | 76.9 | 98.1 | 94.6 | - | - | - | - | - |
| PSE [27] | 87.7 | 91.5 | 96.8 | 69.0 | 79.8 | 89.7 | 92.2 | 62.0 |
| PGR [28] | 93.8 | 90.8 | - | 77.2 | 83.6 | 91.7 | - | 65.9 |
| MaskReID [29] | 90.0 | 97.7 | - | 75.3 | 78.8 | - | - | 61.9 |
| AlignedReID [30] | 91.8 | 97.6 | - | 79.3 | - | - | - | - |
| PCB [6] | 93.8 | - | 98.5 | 81.6 | 83.3 | 90.5 | 92.5 | 69.2 |
| BFE [31] | 94.2 | 97.1 | - | 84.3 | 86.8 | - | - | 72.1 |
| MGN [32] | 95.7 | 97.5 | - | 86.9 | 88.7 | - | - | 78.4 |
| DuATM [33] | 91.4 | - | - | 76.6 | 81.8 | 90.2 | - | 64.6 |
| HA-CNN [8] | 91.2 | - | - | 75.7 | 80.5 | - | - | 63.8 |
| Mancs [34] | 93.1 | 97.1 | - | 82.3 | 84.9 | - | - | 71.8 |
| PSRL [35] | 95.9 | - | - | 87.2 | 88.1 | 93.9 | 95.7 | 76.7 |
| Our approach | 95.5 | 98.3 | 98.9 | 86.7 | 87.5 | 93.7 | 95.4 | 76.1 |