1 Image, 2*2 Stitching on Syn2Real-C

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	DADA	79.8	No	Discriminative Adversarial Domain Adaptation	2019-11-27	Code
2	ADR	74.8	No	Adversarial Dropout Regularization	2017-11-05	-
3	GPDA	73.3	No	Unsupervised Visual Domain Adaptation: A Deep Ma...	2019-02-23	Code
4	MCD	71.9	No	Maximum Classifier Discrepancy for Unsupervised ...	2017-12-07	Code
5	DANN	57.4	No	Domain-Adversarial Training of Neural Networks	2015-05-28	Code
6	No Adaptation	52.4	No	Deep Residual Learning for Image Recognition	2015-12-10	Code

#1DADASOTA
79.8
Accuracy· 2019-11-27
Discriminative Adversarial Domain Adaptation Code
#2ADRSOTA
74.8
Accuracy· 2017-11-05
Adversarial Dropout Regularization
#3GPDA
73.3
Accuracy· 2019-02-23
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Code
#4MCD
71.9
Accuracy· 2017-12-07
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Code
#5DANNSOTA
57.4
Accuracy· 2015-05-28
Domain-Adversarial Training of Neural Networks Code
#6No Adaptation
52.4
Accuracy· 2015-12-10
Deep Residual Learning for Image Recognition Code