Table 9 Comparison of network accuracy (mAP and rank-1) and complexity (M: Parameters and T: GFLOPS) with different pruning criteria of the PSFP approach on all the person ReID datasets. BFE, backbone feature extractor
| Market-1501 | DukeMTMC-reID | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Methods | Criteria | mAP | rank-1 | T | M | mAP | rank-1 | T | M |
| PSFP+PCB(BFE) | l1-norm | 68.7 | 90.0 | 2.6 | 12.0 | 60.6 | 78.8 | 2.6 | 12.0 |
| PSFP+PCB(BFE) | l2-norm | 69.4 | 90.4 | 2.6 | 12.0 | 60.7 | 78.5 | 2.6 | 12.0 |