Datasets | Scenario | M | T | L1 | Auto-Balanced | PSFP | |||
---|---|---|---|---|---|---|---|---|---|
 | (compression) |  |  | mAP | rank-1 | mAP | rank-1 | mAP | rank-1 |
Market-1501 | 1 (C1) | 11.90 | 2.96 | 67.04 | 84.71 | 65.46 | 83.64 | 65.92 | 83.72 |
 | 2 (C1) | 11.90 | 2.96 | 47.46 | 69.36 | 47.57 | 70.46 | 65.55 | 82.69 |
 | 3 (C1) | 11.90 | 2.96 | 53.22 | 72.21 | 54.73 | 74.05 | 65.88 | 82.19 |
 | 1 (C2) | 8.95 | 2.09 | 63.63 | 81.95 | 63.16 | 81.29 | 63.58 | 82.47 |
 | 2 (C2) | 8.95 | 2.09 | 49.18 | 70.67 | 47.36 | 68.74 | 65.03 | 80.85 |
 | 3 (C2) | 8.95 | 2.09 | 41.93 | 62.62 | 48.30 | 69.00 | 65.88 | 82.91 |
Duke-MTMC | 1 (C1) | 11.90 | 2.96 | 57.51 | 75.00 | 56.64 | 74.64 | 56.96 | 74.66 |
 | 2 (C1) | 11.90 | 2.96 | 40.60 | 59.47 | 41.09 | 61.09 | 53.71 | 71.90 |
 | 3 (C1) | 11.90 | 2.96 | 46.88 | 65.93 | 45.54 | 66.16 | 56.62 | 74.09 |
 | 1 (C2) | 8.95 | 2.09 | 55.35 | 74.69 | 55.10 | 72.94 | 55.22 | 73.57 |
 | 2 (C2) | 8.95 | 2.09 | 40.91 | 61.67 | 43.19 | 64.14 | 53.05 | 73.20 |
 | 3 (C2) | 8.95 | 2.09 | 39.17 | 58.71 | 34.80 | 54.58 | 56.77 | 73.38 |
CUHK03-NP | 1 (C1) | 11.90 | 2.96 | 44.08 | 46.50 | 41.85 | 44.21 | 42.38 | 45.58 |
 | 2 (C1) | 11.90 | 2.96 | 27.23 | 28.43 | 27.44 | 29.57 | 40.47 | 45.00 |
 | 3 (C1) | 11.90 | 2.96 | 33.57 | 36.07 | 33.34 | 35.29 | 40.66 | 44.57 |
 | 1 (C2) | 8.95 | 2.09 | 37.83 | 39.71 | 38.51 | 40.57 | 38.76 | 40.52 |
 | 2 (C2) | 8.95 | 2.09 | 26.29 | 27.36 | 26.69 | 27.36 | 42.19 | 43.86 |
 | 3 (C2) | 8.95 | 2.09 | 26.79 | 28.29 | 26.50 | 27.14 | 40.31 | 40.14 |