Cannot reproduce the results on office-31

[c1enyang]

Hello, thanks for checking this issue. I use the uploaded code and run GVB-GD on the dataset Office-31. However, I cannot reproduce the claimed results in the paper. I run " python train_image.py --gpu_id 0 --GVBG 1 --GVBD 1 --num_iterations 8004 --dset office --s_dset_path data/office/amazon_list.txt --t_dset_path data/office/dslr_list.txt --test_interval 500 --output_dir gvbgd/adn " multiple times . Then the best performace is about 89.7%. However the number in your paper is 95.0%.

Any suggestions on how to solve this ? Would you mind providing your training scripts to reproduce the results on the Office-31 ? Thank you !

[cuishuhao]

I think it is caused by the environment. I ran the code in Pytorch1.0 and I did not try it on other environments.