| CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification | ✓ Link | 74.8 | 84.8 | 92.4 | 94.4 | CORE-ReID | 2024-06-03 |
| Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification | ✓ Link | 73.5 | 83.7 | | | LF2 | 2022-05-19 |
| Unsupervised and self-adaptative techniques for cross-domain person re-identification | ✓ Link | 72.6 | 85.0 | 92.1 | 93.9 | CCTSE | 2021-03-21 |
| On Evolving Attention Towards Domain Adaptation | | 71.4 | | | | EvoADA | 2021-03-25 |
| Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond | ✓ Link | 71.0 | 83.4 | 91.7 | 93.8 | AWB | 2020-06-11 |
| Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID | ✓ Link | 68.8 | 82.9 | 90.1 | 92.5 | SpCL | 2020-06-04 |
| Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification | ✓ Link | 65.1 | 78.0 | 88.8 | 92.5 | MMT | 2020-01-06 |
| Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID | ✓ Link | 61.4 | 76.5 | 86.6 | 89.7 | SDA | 2020-03-14 |
| Style Normalization and Restitution for Generalizable Person Re-identification | ✓ Link | 58.1 | 76.3 | - | - | SNR | 2020-05-22 |
| Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification | ✓ Link | 54.5 | 72.4 | - | - | ACT | 2019-12-03 |
| Learning to Adapt Invariance in Memory for Person Re-identification | | 54.4 | 74.0 | 83.7 | 87.4 | ECN++ | 2019-08-01 |
| Self-training with progressive augmentation for unsupervised cross-domain person re-identification | ✓ Link | 54.3 | 72.4 | | | PCB-PAST | 2019-07-31 |
| AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification | | 54.1 | 72.6 | 82.5 | 85.5 | AD-Cluster | 2020-04-19 |
| Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification | ✓ Link | 53.4 | 73.0 | 80.6 | 83.2 | SSG | 2018-11-26 |
| Unsupervised Person Re-identification via Multi-label Classification | | 51.4 | 72.4 | 82.9 | 85.0 | MMCL | 2020-04-20 |
| Unsupervised Domain Adaptive Re-Identification: Theory and Practice | ✓ Link | 49.0 | 68.4 | 80.1 | 83.5 | UDAP | 2018-07-30 |
| Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation | | 45.1 | 63.2 | 77.0 | 82.5 | PDA-Net | 2019-09-20 |
| Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization | ✓ Link | 44.9 | 68 | 80 | 83.9 | CBN+ECN | 2020-01-23 |
| Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification | ✓ Link | 40.4 | 63.3 | | | ENC | 2019-04-03 |
| A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification | | 31.0 | 47.7 | - | - | UCDA | 2019-04-06 |
| Disjoint Label Space Transfer Learning with Common Factorised Space | | 27.3 | 49.8 | - | - | CFSM | 2018-12-06 |
| Joint Discriminative and Generative Learning for Person Re-identification | ✓ Link | 24.25 | 42.62 | 58.57 | 64.63 | DG-Net | 2019-04-15 |
| Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification | | 23.0 | 44.3 | 59.6 | 65.0 | TJ-AIDL | 2018-03-26 |
| Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification | ✓ Link | 22.3 | 41.1 | 56.6 | 63.0 | SPGAN | 2017-11-19 |
| Parameter-Efficient Person Re-identification in the 3D Space | ✓ Link | 13.7 | 26.4 | - | - | OG-Net | 2020-06-08 |