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Deprecate Dice from classification and re-add to segmentation #2725

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merged 34 commits into from
Oct 29, 2024

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@SkafteNicki SkafteNicki commented Sep 8, 2024

What does this PR do?

Going to deprecate the current implementation of dice from the classification domain. It is completely outdated because it was not updated back in v0.11 as all the other classification metrics, mainly due to it in principal being equal to f1 score if we look at the math.
As it is being deprecated a new version is going to be added to the segmentation domain such that we both have dice and generalized dice for that domain. At the same time I make sure the new implementation will fix all issues related to the old implementation:

Fixes #2323
Fixes #2262
Fixes #1602
Fixes #1425

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📚 Documentation preview 📚: https://torchmetrics--2725.org.readthedocs.build/en/2725/

@SkafteNicki SkafteNicki added bug / fix Something isn't working enhancement New feature or request New metric labels Sep 8, 2024
@SkafteNicki SkafteNicki added this to the v1.5.0 milestone Sep 8, 2024
@SkafteNicki SkafteNicki self-assigned this Sep 8, 2024
@github-actions github-actions bot added documentation Improvements or additions to documentation topic: Classif labels Sep 8, 2024
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codecov bot commented Sep 8, 2024

Codecov Report

Attention: Patch coverage is 87.75510% with 12 lines in your changes missing coverage. Please review.

Project coverage is 69%. Comparing base (421e028) to head (ecdc60a).
Report is 1 commits behind head on master.

Additional details and impacted files
@@          Coverage Diff           @@
##           master   #2725   +/-   ##
======================================
  Coverage      69%     69%           
======================================
  Files         338     340    +2     
  Lines       18352   18448   +96     
======================================
+ Hits        12595   12679   +84     
- Misses       5757    5769   +12     

@SkafteNicki SkafteNicki removed this from the v1.5.0 milestone Oct 21, 2024
@SkafteNicki SkafteNicki added this to the v1.6.0 milestone Oct 21, 2024
@SkafteNicki SkafteNicki marked this pull request as ready for review October 24, 2024 10:05
@mergify mergify bot added the ready label Oct 24, 2024
@Borda Borda requested a review from baskrahmer October 25, 2024 07:51
@Borda Borda enabled auto-merge (squash) October 29, 2024 12:16
@Borda Borda merged commit 0a19c47 into master Oct 29, 2024
55 checks passed
@Borda Borda deleted the newmetric/move_dice branch October 29, 2024 14:03
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