Domain Adaptation on Market to Duke

Metric: mAP (higher is better)

LeaderboardDataset

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Results

#	Model↕	mAP▼	Augmentations	Paper	Date↕	Code
1	CORE-ReID	74.8	No	-	-	Code
2	LF2	73.5	No	Learning Feature Fusion for Unsupervised Domain ...	2022-05-19	Code
3	CCTSE	72.6	No	Unsupervised and self-adaptative techniques for ...	2021-03-21	Code
4	EvoADA	71.4	No	On Evolving Attention Towards Domain Adaptation	2021-03-25	-
5	AWB	71	No	Attentive WaveBlock: Complementarity-enhanced Mu...	2020-06-11	Code
6	SpCL	68.8	No	Self-paced Contrastive Learning with Hybrid Memo...	2020-06-04	Code
7	MMT	65.1	No	Mutual Mean-Teaching: Pseudo Label Refinery for ...	2020-01-06	Code
8	SDA	61.4	No	Structured Domain Adaptation with Online Relatio...	2020-03-14	Code
9	SNR	58.1	No	Style Normalization and Restitution for Generali...	2020-05-22	Code
10	ACT	54.5	No	Asymmetric Co-Teaching for Unsupervised Cross Do...	2019-12-03	Code
11	ECN++	54.4	No	Learning to Adapt Invariance in Memory for Perso...	2019-08-01	-
12	PCB-PAST	54.3	No	Self-training with progressive augmentation for ...	2019-07-31	Code
13	AD-Cluster	54.1	No	AD-Cluster: Augmented Discriminative Clustering ...	2020-04-19	-
14	SSG	53.4	No	Self-similarity Grouping: A Simple Unsupervised ...	2018-11-26	Code
15	MMCL	51.4	No	Unsupervised Person Re-identification via Multi-...	2020-04-20	-
16	UDAP	49	No	Unsupervised Domain Adaptive Re-Identification: ...	2018-07-30	Code
17	PDA-Net	45.1	No	Cross-Dataset Person Re-Identification via Unsup...	2019-09-20	-
18	CBN+ECN	44.9	No	Rethinking the Distribution Gap of Person Re-ide...	2020-01-23	Code
19	ENC	40.4	No	Invariance Matters: Exemplar Memory for Domain A...	2019-04-03	Code
20	UCDA	31	No	A Novel Unsupervised Camera-aware Domain Adaptat...	2019-04-06	-
21	CFSM	27.3	No	Disjoint Label Space Transfer Learning with Comm...	2018-12-06	-
22	DG-Net	24.25	No	Joint Discriminative and Generative Learning for...	2019-04-15	Code
23	TJ-AIDL	23	No	Transferable Joint Attribute-Identity Deep Learn...	2018-03-26	-
24	SPGAN	22.3	No	Image-Image Domain Adaptation with Preserved Sel...	2017-11-19	Code
25	OG-Net	13.7	No	Parameter-Efficient Person Re-identification in ...	2020-06-08	Code