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rezazad68 / BCDU-Net

BCDU-Net : Medical Image Segmentation
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performance evaluation #32

Closed 675492062 closed 2 years ago

675492062 commented 3 years ago

In file "evaluate_performance.py ", you flatten all tesing data to an array, and fed it into jaccard_similarity_score,f1_score and so on. However, the general practice is to evaluate each input data and then average them. The results of the two methods are quite different, although the accuracy is the same.

675492062 commented 3 years ago

I think these two evaluation schemes should be feasible and scientific. Is it difficult to draw the ROC curve if you do a single image test? Am I right? Thank you!

rezazad68 commented 2 years ago

Thanks for your feedback. For performance evaluation, we followed the related work.