Unsupervised Domain Adaptation on Office-Home (RS-UT imbalance)

Metric: Average Per-Class Accuracy (higher is better)

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#	Model↕	Average Per-Class Accuracy▼	Extra Data	Paper	Date↕	Code
1	Implicit Alignment (with MDD)	61.67	No	Implicit Class-Conditioned Domain Alignment for ...	2020-06-09	Code
2	COAL	58.4	No	Implicit Class-Conditioned Domain Alignment for ...	2020-06-09	Code
3	DANN	56.91	No	Implicit Class-Conditioned Domain Alignment for ...	2020-06-09	Code
4	MDD	55.44	No	Implicit Class-Conditioned Domain Alignment for ...	2020-06-09	Code
5	Source Only	52.81	No	Implicit Class-Conditioned Domain Alignment for ...	2020-06-09	Code

#1Implicit Alignment (with MDD)SOTA
61.67
Average Per-Class Accuracy· 2020-06-09
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Code
#2COAL
58.4
Average Per-Class Accuracy· 2020-06-09
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Code
#3DANN
56.91
Average Per-Class Accuracy· 2020-06-09
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Code
#4MDD
55.44
Average Per-Class Accuracy· 2020-06-09
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Code
#5Source Only
52.81
Average Per-Class Accuracy· 2020-06-09
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Code