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Comparison results on Market-1501 dataset.
| Market-1501 | Single query | Multiple query | ||
|---|---|---|---|---|
| Rank-1 | mAP | Rank-1 | mAP | |
| Spindle [12] | 76.90 | – | – | – |
| DLPAR [10] | 81.00 | 63.40 | – | – |
| MSCAN [33] | 80.31 | 57.53 | – | – |
| SVDNet [15] | 82.30 | 62.10 | – | – |
| PAN [36] | 82.81 | 63.35 | 88.18 | 71.72 |
| Re-ranking [34] | 77.11 | 63.63 | – | – |
| NFST [38] | 61.02 | 35.68 | 71.56 | 46.03 |
| MGRAN (Ours) | 88.91 | 78.03 | 90.07 | 81.30 |
