| Video Person Re-ID: Fantastic Techniques and Where to Find Them | ✓ Link | 88.5 | | | | | B-BOT + OSM + CL Centers* (Re-rank) | 2019-11-21 |
| Dense Interaction Learning for Video-based Person Re-identification | | 87 | 90.8 | 97.1 | | 98.8 | DenseIL | 2021-03-16 |
| Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian Retrieval | ✓ Link | 86.8 | 90.22 | 97.23 | 98.04 | | PiT | 2022-02-12 |
| Fine-Grained Re-Identification | ✓ Link | 86.2 | 89.6 | 97.0 | | 98.8 | FGReID | 2020-11-26 |
| Spatio-Temporal Representation Factorization for Video-based Person Re-Identification | | 86.10 | 90.30 | | | | STRF | 2021-07-25 |
| Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification | ✓ Link | 85.8 | 90.0 | 96.7 | | 98.5 | mgh | 2021-04-30 |
| Pyramid Spatial-Temporal Aggregation for Video-Based Person Re-Identification | ✓ Link | 85.8 | | | | | PSTA | 2021-01-01 |
| Video-based Person Re-identification with Spatial and Temporal Memory Networks | ✓ Link | 84.5 | 90.5 | | | | STMN | 2021-08-20 |
| Robust Re-Identification by Multiple Views Knowledge Distillation | ✓ Link | 83.1 | 89.4 | 96.8 | | | VKD (ResVKD-50bam) | 2020-07-08 |
| Video Person Re-ID: Fantastic Techniques and Where to Find Them | ✓ Link | 82.9 | | | | | B-BOT + Attention and CL loss* | 2019-11-21 |
| Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification | ✓ Link | 82.8 | 90 | | | | NVAN | 2019-08-05 |
| Adaptive Graph Representation Learning for Video Person Re-identification | ✓ Link | 81.1 | 89.8 | | 96.1 | 97.6 | AGRL | 2019-09-05 |
| Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization | ✓ Link | 80.41 | 88.32 | | | | Baseline + GS + SC (ours) | 2021-03-29 |
| In Defense of the Triplet Loss for Person Re-Identification | ✓ Link | 77.43 | 81.21 | 90.76 | | | TriNet (RK) | 2017-03-22 |
| In Defense of the Triplet Loss for Person Re-Identification | ✓ Link | 73.68 | 78.48 | 88.74 | | | LuNet (RK) | 2017-03-22 |
| Temporal Knowledge Propagation for Image-to-Video Person Re-identification | ✓ Link | 73.3 | 84 | 93.7 | 95.7 | | TKP | 2019-08-11 |
| A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking | ✓ Link | 71.8 | 76.7 | | | | PSE+ ECN (rank-dist) | 2017-11-28 |
| In Defense of the Triplet Loss for Person Re-Identification | ✓ Link | 67.70 | 79.80 | 91.36 | | | TriNet | 2017-03-22 |
| In Defense of the Triplet Loss for Person Re-Identification | ✓ Link | 60.48 | 75.56 | 89.70 | | | LuNet | 2017-03-22 |
| Unsupervised Tracklet Person Re-Identification | ✓ Link | 35.2 | 49.9 | | 66.4 | 77.8 | UTAL | 2019-03-01 |
| Video Person Re-ID: Fantastic Techniques and Where to Find Them | ✓ Link | | 88.6 | | | | B-BOT + Attention and CL loss | 2019-11-21 |