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SotA/Methodology/Domain Adaptation/Duke to Market

Domain Adaptation on Duke to Market

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#Model↕rank-1▼AugmentationsPaperDate↕Code
1CORE-ReID93.6No--Code
2AWB92.9NoAttentive WaveBlock: Complementarity-enhanced Mu...2020-06-11Code
3CCTSE92.9NoUnsupervised and self-adaptative techniques for ...2021-03-21Code
4LF292.8NoLearning Feature Fusion for Unsupervised Domain ...2022-05-19Code
5SpCL90.3NoSelf-paced Contrastive Learning with Hybrid Memo...2020-06-04Code
6MMT87.7NoMutual Mean-Teaching: Pseudo Label Refinery for ...2020-01-06Code
7SDA86.9NoStructured Domain Adaptation with Online Relatio...2020-03-14Code
8AD-Cluster86.7NoAD-Cluster: Augmented Discriminative Clustering ...2020-04-19-
9MMCL84.4NoUnsupervised Person Re-identification via Multi-...2020-04-20-
10ECN++84.1NoLearning to Adapt Invariance in Memory for Perso...2019-08-01-
11SNR82.8NoStyle Normalization and Restitution for Generali...2020-05-22Code
12CBN+ECN81.7NoRethinking the Distribution Gap of Person Re-ide...2020-01-23Code
13ACT80.5NoAsymmetric Co-Teaching for Unsupervised Cross Do...2019-12-03Code
14SSG80NoSelf-similarity Grouping: A Simple Unsupervised ...2018-11-26Code
15PCB-PAST78.4NoSelf-training with progressive augmentation for ...2019-07-31Code
16UDAP75.8NoUnsupervised Domain Adaptive Re-Identification: ...2018-07-30Code
17PDA-Net75.2NoCross-Dataset Person Re-Identification via Unsup...2019-09-20-
18ENC75.1NoInvariance Matters: Exemplar Memory for Domain A...2019-04-03Code
19ARN70.3NoAdaptation and Re-Identification Network: An Uns...2018-04-25-
20CFSM61.2NoDisjoint Label Space Transfer Learning with Comm...2018-12-06-
21UCDA60.4NoA Novel Unsupervised Camera-aware Domain Adaptat...2019-04-06-
22TJ-AIDL58.2NoTransferable Joint Attribute-Identity Deep Learn...2018-03-26-
23DG-Net56.12NoJoint Discriminative and Generative Learning for...2019-04-15Code
24SPGAN51.5NoImage-Image Domain Adaptation with Preserved Sel...2017-11-19Code
25OGNet36.4NoParameter-Efficient Person Re-identification in ...2020-06-08Code