Can't reproduce the Office-Home results

[PRE6ENT]

Hi,

I am reaching out to you as I have been attempting to reproduce the SHOT(2020) Office-Home results presented in Table 4 on your github page (https://github.com/tim-learn/SHOT/blob/master/results.md)

I understand that reproducing classification results in domain adaptation is challenging due to various factors such as differences in GPU settings and environments. Despite my efforts, I have not been able to achieve accuracy results that are in the reasonable range with yours.

I have inputted the --cls_par 0.3 and have not changed any of your code.
The results I am getting are shown below.

The log for Ar -> Cl is provided below.

What am I doing wrong?
Thanks in advance.

[AIzealotwu]

how could u download those datasets, I just found the fourth IP was missed.And can u tell me how to build a complete library of torchvision

[AIzealotwu]

And what kind of engine did u use, can u tell me this, thanks a lot.

[myxinya]

Hi,

I am reaching out to you as I have been attempting to reproduce the SHOT(2020) Office-Home results presented in Table 4 on your github page (https://github.com/tim-learn/SHOT/blob/master/results.md)

I understand that reproducing classification results in domain adaptation is challenging due to various factors such as differences in GPU settings and environments. Despite my efforts, I have not been able to achieve accuracy results that are in the reasonable range with yours.

I have inputted the --cls_par 0.3 and have not changed any of your code. The results I am getting are shown below.

The log for Ar -> Cl is provided below.

What am I doing wrong? Thanks in advance.

My results are similar to yours. Could you please share how you solved this problem?

[PRE6ENT]

how could u download those datasets, I just found the fourth IP was missed.And can u tell me how to build a complete library of torchvision

I downloaded the dataset a few years ago so I don't have information on the error occurring now.
What do you mean by the engine? If you mean GPU, I think I used RTX2080Ti

[PRE6ENT]

@myxinya I could not solve the problem :(