Domain Adaptation on Duke to Market

Metric: mAP (higher is better)

LeaderboardDataset

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Results

#	Model↕	mAP▼	Augmentations	Paper	Date↕	Code
1	CORE-ReID	84.4	No	-	-	Code
2	EvoADA	84.3	No	On Evolving Attention Towards Domain Adaptation	2021-03-25	-
3	LF2	83.2	No	Learning Feature Fusion for Unsupervised Domain ...	2022-05-19	Code
4	AWB	80.6	No	Attentive WaveBlock: Complementarity-enhanced Mu...	2020-06-11	Code
5	CCTSE	78.4	No	Unsupervised and self-adaptative techniques for ...	2021-03-21	Code
6	SpCL	76.7	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
7	MMT	71.2	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
8	SDA	70	No	Structured Domain Adaptation with Online Relatio...	2020-03-14	Code
9	AD-Cluster	68.3	No	AD-Cluster: Augmented Discriminative Clustering ...	2020-04-19	-
10	ECN++	63.8	No	Learning to Adapt Invariance in Memory for Perso...	2019-08-01	-
11	SNR	61.7	No	Style Normalization and Restitution for Generali...	2020-05-22	Code
12	ACT	60.6	No	Asymmetric Co-Teaching for Unsupervised Cross Do...	2019-12-03	Code
13	MMCL	60.4	No	Unsupervised Person Re-identification via Multi-...	2020-04-20	-
14	SSG	58.3	No	Self-similarity Grouping: A Simple Unsupervised ...	2018-11-26	Code
15	PCB-PAST	54.6	No	Self-training with progressive augmentation for ...	2019-07-31	Code
16	UDAP	53.7	No	Unsupervised Domain Adaptive Re-Identification: ...	2018-07-30	Code
17	CBN+ECN	52	No	Rethinking the Distribution Gap of Person Re-ide...	2020-01-23	Code
18	PDA-Net	47.6	No	Cross-Dataset Person Re-Identification via Unsup...	2019-09-20	-
19	ENC	43	No	Invariance Matters: Exemplar Memory for Domain A...	2019-04-03	Code
20	ARN	39.4	No	Adaptation and Re-Identification Network: An Uns...	2018-04-25	-
21	UCDA	30.9	No	A Novel Unsupervised Camera-aware Domain Adaptat...	2019-04-06	-
22	CFSM	28.3	No	Disjoint Label Space Transfer Learning with Comm...	2018-12-06	-
23	DG-Net	26.83	No	Joint Discriminative and Generative Learning for...	2019-04-15	Code
24	TJ-AIDL	26.5	No	Transferable Joint Attribute-Identity Deep Learn...	2018-03-26	-
25	SPGAN	22.8	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code
26	OGNet	14.7	No	Parameter-Efficient Person Re-identification in ...	2020-06-08	Code