HiLab-git / SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

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model performance

wwjwy opened this issue · comments

Hi,I have a confusion hope can be helped,
In semi-supervised segmentation, why the performance improvement always becomes smaller as the amount of labeled data increases?
~YDFZQ7)L~JM2M_K T~VC
Thanks!

It is easy to understand, the amount of labeled data increases, the model already achieves good results using the labeled data, and the unlabeled data is less, so the improvement will be much lower.