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Request for Comparison Model Script to Troubleshoot Performance Issues

Open liangxinyu0514 opened this issue 1 month ago • 6 comments

I hope this message finds you well. I have been running the comparison model, but I have encountered some performance issues as the results seem to be much lower than expected. Would it be possible for you to kindly share the script for the comparison model? It would greatly assist in troubleshooting and improving the performance. Thank you very much for your time and consideration. I look forward to your response.

liangxinyu0514 avatar Nov 27 '25 02:11 liangxinyu0514

Can you describe your question more detailedly? I can not understand the meaning of "comparison model".

Zhang-Each avatar Nov 27 '25 03:11 Zhang-Each

I would like to request the script files for the baseline models in your AdaMF-MAT / mmkgc / module / model . Thank you!!!!!!!I look forward to your response.

liangxinyu0514 avatar Nov 27 '25 03:11 liangxinyu0514

You mean other baselines? If you train baselines like IKRL/TBKGC on other datasets, I think margin is an important hyper-parameters. You can try tune this parameter to achieve better baseline results. The original training scripts may not be find now because the work is quite old.

Zhang-Each avatar Nov 27 '25 03:11 Zhang-Each

Yes,thank you very much for your assistance. I truly appreciate your help and support. Thanks again!

liangxinyu0514 avatar Nov 27 '25 03:11 liangxinyu0514

The margin parameter can be 1/2/4/6/8/10/12/24/36 or larger on different datasets. It is a tricky parameter in KGC. Hope this would be helpful.

Zhang-Each avatar Nov 27 '25 03:11 Zhang-Each

Thank you very much! I will keep this in mind.

liangxinyu0514 avatar Nov 27 '25 03:11 liangxinyu0514