Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation Bad Performance on Office-Home, ImageCLEF-DA

Bad Performance on Office-Home, ImageCLEF-DA

Open JingWang18 opened this issue 4 years ago • 2 comments

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.

Feb 06 '20 01:02 JingWang18

@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.

Mar 26 '20 08:03 luhaifeng19947

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

Apr 07 '21 09:04 GlassyWing

Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation copied to clipboard

Bad Performance on Office-Home, ImageCLEF-DA

Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation
Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation copied to clipboard