| Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification | ✓ Link | 86.9 | 85.7 | Top-DB-Net + RK | 2020-10-12 |
| DiP: Learning Discriminative Implicit Parts for Person Re-Identification | ✓ Link | 83.1 | 85.4 | DiP (without RK) | 2022-12-24 |
| Lightweight Multi-Branch Network for Person Re-Identification | ✓ Link | 82.4 | 84.9 | 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 | 81.4 | 83.5 | Deep Miner (w/o ReRank) | 2021-02-18 |
| Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification | ✓ Link | 79.1 | 83.4 | MPN (without re-ranking) | 2020-03-18 |
| Learning Diverse Features with Part-Level Resolution for Person Re-Identification | ✓ Link | 77.2 | 80.4 | PLR-OSNet | 2020-01-21 |
| Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training | ✓ Link | 74.8 | 78.9 | Pyramid (CVPR'19) | 2018-10-29 |
| Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification | ✓ Link | 74.2 | 77.3 | Top-DB-Net | 2020-10-12 |
| Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification | ✓ Link | 69.3 | 73.3 | Auto-ReID (ICCV'19) | 2019-03-23 |
| Omni-Scale Feature Learning for Person Re-Identification | ✓ Link | 67.8 | 72.3 | OSNet (ICCV'19) | 2019-05-02 |
| Learning Discriminative Features with Multiple Granularities for Person Re-Identification | ✓ Link | 66.0 | 68.0 | MGN (ACM MM'18) | 2018-04-04 |
| Resource Aware Person Re-identification across Multiple Resolutions | ✓ Link | 59.0 | 63.3 | DaRe+RE (CVPR'18) | 2018-05-22 |
| Harmonious Attention Network for Person Re-Identification | ✓ Link | 38.6 | 41.7 | HA-CNN (CVPR'18) | 2018-02-22 |
| SVDNet for Pedestrian Retrieval | | 37.3 | 41.5 | SVDNet-ResNet50 | 2017-03-16 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 28.2 | 31.1 | IDE-R+XQDA | 2017-01-29 |
| SVDNet for Pedestrian Retrieval | | 24.9 | 27.7 | SVDNet-CaffeNet | 2017-03-16 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 19.7 | 21.3 | IDE-R | 2017-01-29 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 19.0 | 21.1 | IDE-C+XQDA | 2017-01-29 |
| Re-ranking Person Re-identification with k-reciprocal Encoding | | 14.2 | 15.1 | IDE-C | 2017-01-29 |