Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Cannot reproduce the results on serveral datasets shown in the paper. #28

Open
zhangtia16 opened this issue Dec 20, 2023 · 0 comments
Open

Comments

@zhangtia16
Copy link

Thank you for your work. However, I have found that I am unable to reproduce the results on many datasets as presented in the paper. I have the following questions:

  1. Is the best result for each dataset achieved under the SAME hyperparameter configuration of the pre-trained mode? (i.e., the pre-training results provided in the ckpt file) I noticed in Table 6 that there is mention of parameter search during the fine-tuning stage, but it's not clear whether different datasets shared the pretrained model under the same hyperparameter configuration.

  2. I noticed that in Table 6 of the supplementary material, the parameter search range for the fine-tuning stage is provided. However, I still encountered difficulties during the replication stage for some datasets. I was wondering if you could please provide the exact hyperparameter configurations for the best result of each dataset rather than the search range? Since I've noticed that others have also raised issues regarding replication problem. Thus, this would help reproducers save time. Thank you!

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant