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thuml / Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
http://transfer.thuml.ai
MIT License
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About the high accuracy of DANN #147

Closed cherryappleyyyyyy closed 2 years ago

cherryappleyyyyyy commented 2 years ago

The accuracy rate of DANN published in this paper in Office31 data set is 82.2%, but the actual result I get by running this DANN code is much higher than 82.2%. Is this normal? It was also higher on the OfficeHome data set than published in the paper.

thucbx99 commented 2 years ago

We report both the results of the original paper and the reproduced results. For the image classification task, the results are here. For DANN, our implementation does achieve better results on both the Office31 and OfficeHome datasets.