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Can't reproduce the Office-Home results

Open PRE6ENT opened this issue 2 years ago • 5 comments

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. image

The log for Ar -> Cl is provided below. image

What am I doing wrong? Thanks in advance.

PRE6ENT avatar Apr 19 '23 12:04 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

AIzealotwu avatar Sep 12 '23 12:09 AIzealotwu

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

AIzealotwu avatar Sep 12 '23 12:09 AIzealotwu