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HHHedo / IBMIL

CVPR 2023 Highlight
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val is test? #10

Closed lingxitong closed 6 months ago

lingxitong commented 6 months ago

in your train file,I see you train one epoch and then test one and save the best model?Can I understand your val is test? other MIL paper always select the best in val and test,can you explain it?

微信图片_20240104011726
HHHedo commented 6 months ago

Hi, We report the results of last epoch, as reporting the best model is a kind of data leakage.As mentioned in our paper, the codebase is mainly based on dsmil. So we just copied that training one epoch and then test one.在 2024年1月4日，01:18，Toby @.***> 写道： in your train file,I see you train one epoch and then test one and save the best model?Can I understand your val is test? other MIL paper always select the best in val and test,can you explain it? _20240104011726.png (view on web)

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lingxitong commented 6 months ago

ok，thanks，report the last is right