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Mean Average Recall (mAR) metric #1661

Merged
merged 2 commits into from
Nov 7, 2024
Merged

Mean Average Recall (mAR) metric #1661

merged 2 commits into from
Nov 7, 2024

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LinasKo
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@LinasKo LinasKo commented Nov 7, 2024

Description

Implemented the mAR metric.

The values are uncannily similar to those provided by Torchmetrics, yet diverge by up to 0.1 sometimes. My impression is, it happens when there's more objects / classes missing or perhaps when results are 0.

Type of change

Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • This change requires a documentation update

How has this change been tested, please provide a testcase or example of how you tested the change?

Colab: https://drive.google.com/file/d/1IUtJzj7Y6Qb4W3jv1SwhkkMygsyGq4zT/view?usp=sharing

Any specific deployment considerations

For example, documentation changes, usability, usage/costs, secrets, etc.

Docs

  • Docs updated? What were the changes:
  • * Added mAR section, examples, docstrings, images of plots.
    

@LinasKo LinasKo marked this pull request as ready for review November 7, 2024 23:26
@LinasKo LinasKo merged commit a6e1f03 into develop Nov 7, 2024
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