| CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification | ✓ Link | 84.4 | 93.6 | 97.7 | 98.7 | CORE-ReID | 2024-06-03 |
| On Evolving Attention Towards Domain Adaptation | | 84.3 | | | | EvoADA | 2021-03-25 |
| Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification | ✓ Link | 83.2 | 92.8 | | | LF2 | 2022-05-19 |
| Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond | ✓ Link | 80.6 | 92.9 | 97.2 | 98.2 | AWB | 2020-06-11 |
| Unsupervised and self-adaptative techniques for cross-domain person re-identification | ✓ Link | 78.4 | 92.9 | 96.9 | 97.8 | CCTSE | 2021-03-21 |
| Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID | ✓ Link | 76.7 | 90.3 | 96.2 | 97.7 | SpCL | 2020-06-04 |
| Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification | ✓ Link | 71.2 | 87.7 | 94.9 | 96.9 | MMT | 2020-01-06 |
| Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID | ✓ Link | 70.0 | 86.9 | 94.4 | 96.3 | SDA | 2020-03-14 |
| AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification | | 68.3 | 86.7 | 94.4 | 96.5 | AD-Cluster | 2020-04-19 |
| Learning to Adapt Invariance in Memory for Person Re-identification | | 63.8 | 84.1 | 92.8 | 95.4 | ECN++ | 2019-08-01 |
| Style Normalization and Restitution for Generalizable Person Re-identification | ✓ Link | 61.7 | 82.8 | - | - | SNR | 2020-05-22 |
| Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification | ✓ Link | 60.6 | 80.5 | - | - | ACT | 2019-12-03 |
| Unsupervised Person Re-identification via Multi-label Classification | | 60.4 | 84.4 | 92.8 | 95.0 | MMCL | 2020-04-20 |
| Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification | ✓ Link | 58.3 | 80.0 | 90.0 | 92.4 | SSG | 2018-11-26 |
| Self-training with progressive augmentation for unsupervised cross-domain person re-identification | ✓ Link | 54.6 | 78.4 | | | PCB-PAST | 2019-07-31 |
| Unsupervised Domain Adaptive Re-Identification: Theory and Practice | ✓ Link | 53.7 | 75.8 | 89.5 | 93.2 | UDAP | 2018-07-30 |
| Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization | ✓ Link | 52 | 81.7 | 91.9 | 94.7 | CBN+ECN | 2020-01-23 |
| Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation | | 47.6 | 75.2 | 86.3 | 90.2 | PDA-Net | 2019-09-20 |
| Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification | ✓ Link | 43.0 | 75.1 | | | ENC | 2019-04-03 |
| Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification | | 39.4 | 70.3 | 80.4 | 86.3 | ARN | 2018-04-25 |
| A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification | | 30.9 | 60.4 | - | - | UCDA | 2019-04-06 |
| Disjoint Label Space Transfer Learning with Common Factorised Space | | 28.3 | 61.2 | - | - | CFSM | 2018-12-06 |
| Joint Discriminative and Generative Learning for Person Re-identification | ✓ Link | 26.83 | 56.12 | 72.18 | 78.12 | DG-Net | 2019-04-15 |
| Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification | | 26.5 | 58.2 | 74.8 | 81.1 | TJ-AIDL | 2018-03-26 |
| Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification | ✓ Link | 22.8 | 51.5 | 70.1 | 76.8 | SPGAN | 2017-11-19 |
| Parameter-Efficient Person Re-identification in the 3D Space | ✓ Link | 14.7 | 36.4 | - | - | OGNet | 2020-06-08 |