| []() | | 89.29 | 87.86 | Weakly Pre-training (ResNet101+RK) | |
| Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification | ✓ Link | 88.5 | 86.7 | Top-DB-Net + RK | 2020-10-12 |
| DiP: Learning Discriminative Implicit Parts for Person Re-Identification | ✓ Link | 85.7 | 87 | DiP (without RK) | 2022-12-24 |
| Lightweight Multi-Branch Network for Person Re-Identification | ✓ Link | 85.1 | 87.2 | LightMBN (w/o ReRank) | 2021-01-26 |
| Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification | ✓ Link | 84.7 | 86.6 | Deep Miner (w/o ReRank) | 2021-02-18 |
| FPB: Feature Pyramid Branch for Person Re-Identification | ✓ Link | 83.8 | 85.9 | FPB | 2021-08-04 |
| Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification | ✓ Link | 81.1 | 85 | MPN (without re-ranking) | 2020-03-18 |
| Learning Diverse Features with Part-Level Resolution for Person Re-Identification | ✓ Link | 80.5 | 84.6 | PLR-OSNet | 2020-01-21 |
| Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training | ✓ Link | 76.9 | 78.9 | Pyramid (CVPR' 19) | 2018-10-29 |
| Batch DropBlock Network for Person Re-identification and Beyond | ✓ Link | 76.7 | 79.4 | BDB (ICCV'19) | 2018-11-17 |
| Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification | ✓ Link | 75.4 | 79.4 | Top-DB-Net | 2020-10-12 |
| Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification | ✓ Link | 73.0 | 77.9 | Auto-ReID (ICCV'19) | 2019-03-23 |
| Learning Discriminative Features with Multiple Granularities for Person Re-Identification | ✓ Link | 67.4 | 68.0 | MGN (ACM MM'18) | 2018-04-04 |
| Resource Aware Person Re-identification across Multiple Resolutions | ✓ Link | 61.6 | 66.1 | DaRe+RE (CVPR'18) | 2018-05-22 |
| Pedestrian Alignment Network for Large-scale Person Re-identification | ✓ Link | 45.8 | 43.9 | PAN+re-rank | 2017-07-03 |
| Harmonious Attention Network for Person Re-Identification | ✓ Link | 41.0 | 44.4 | HA-CNN (CVPR'18) | 2018-02-22 |
| Pedestrian Alignment Network for Large-scale Person Re-identification | ✓ Link | 35.0 | 36.9 | PAN(Zheng et al., [2017a]) | 2017-07-03 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 29.6 | 32.0 | IDE-R+XQDA | 2017-01-29 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 21.0 | 22.2 | IDE-R | 2017-01-29 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 20.0 | 21.9 | IDE-C+XQDA | 2017-01-29 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 14.9 | 15.6 | IDE-C | 2017-01-29 |