Multi-target Domain Adaptation on Office-31

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	MCDA	89.6	No	Class Overwhelms: Mutual Conditional Blended-Tar...	2023-02-03	Code
2	DCGCT	88.8	No	Curriculum Graph Co-Teaching for Multi-Target Do...	2021-04-01	Code
3	MT-MTDA	85.2	No	Unsupervised Multi-Target Domain Adaptation Thro...	2020-07-14	Code
4	AMEAN	80.2	No	Blending-target Domain Adaptation by Adversarial...	2019-07-08	Code
5	RevGrad	73.4	No	Unsupervised Domain Adaptation by Backpropagation	2014-09-26	Code

#1MCDASOTA
89.6
Accuracy· 2023-02-03
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation Code
#2DCGCTSOTA
88.8
Accuracy· 2021-04-01
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Code
#3MT-MTDASOTA
85.2
Accuracy· 2020-07-14
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Code
#4AMEANSOTA
80.2
Accuracy· 2019-07-08
Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Code
#5RevGradSOTA
73.4
Accuracy· 2014-09-26
Unsupervised Domain Adaptation by Backpropagation Code