Bad Performance on Office-Home, ImageCLEF-DA

[JingWang18]

Hi,

I just tested your code on Office-Home and ImageCLEF-DA. The performance is not good. Any suggestions on how to solve this? Perhaps your proposed method is overfitting on VisDA and Office-31.

[luhaifeng19947]

@JingWang18 Yes, I also found it overfitting. The main reason is that Office-31 is not splitted into test set and validate set. CAN can do very well on validate set, but show bad performance on test set. I found dropout can alleviate the problem.

[GlassyWing]

@JingWang18 Could you share the test results of these two data sets? Thank you