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F1 values of WHU-CD and DSIFN-CD #32

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yuwanting828 opened this issue Sep 2, 2022 · 4 comments
Closed

F1 values of WHU-CD and DSIFN-CD #32

yuwanting828 opened this issue Sep 2, 2022 · 4 comments

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@yuwanting828
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Hello, I am trying to reproduce the BIT-CD model code, and it looks incorrect when using WHU-CD dataset as well as DSIFN-CD dataset, and the result appears too high than your result. But it looks normal when using LEVID-CD dataset. Do I need to change the pre-training?

@wgcban
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wgcban commented Sep 2, 2022

@yuwanting828
Did you use the same hyperparameter values given in the paper?

@yuwanting828
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Thank you very much for your reply. The hyperparameters I set in the experiment are based on those in the original paper BIT-CD.

@wgcban
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wgcban commented Sep 3, 2022

@yuwanting828 Interesting. Could be due to different train/val/test splits?

@yuwanting828
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Thanks again for your reply, in my experiments I used the dataset links you provided in the Readme file in the ChangeFormer project and in your reply to the issue.

@wgcban wgcban closed this as completed Sep 13, 2022
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