1.37.0

1.37.0 (2025-04-16)

Feature

• feat: Added dataframe utilities to BenchmarkResults (#2542)

• fix: Added dataframe utilities to BenchmarkResults

• Added get_results_table. I was considering renaming it to to_dataframe to align with tasks.to_dataframe. WDYT?
• Added a tests for ModelResults and BenchmarksResults
• Added a few utility functions where needed
• Added docstring throughout ModelResults and BenchmarksResults
• Added todo comment for missing aspects - mostly v2 - but we join_revisions seems like it could use an update before then.

Prerequisite for #2454:

@ayush1298 can I ask you to review this PR as well? I hope this give an idea of what I was hinting at. Sorry that it took a while. I wanted to make sure to get it right.

• refactor to to_dataframe and combine common dependencies

• ibid

• fix revision joining after discussion with @x-tabdeveloping

• remove strict=True for zip() as it is a >3.9 feature

• updated mock cache (8fe5742)

Unknown

• fix me5 trainind data config to include xquad dataset (#2552)

• fix: me5 trainind data config to include xquad dataset

• Update mteb/models/e5_models.py

upddate: xquad key name

Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>

• fix: ME5_TRAINING_DATA format

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Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (1f82b59)

• Add xlm_roberta_ua_distilled (#2547)

• defined model metadata for xlm_roberta_ua_distilled

• Update mteb/models/ua_sentence_models.py

Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>

• included ua_sentence_models.py in overview.py

• applied linting, added missing fields in ModelMeta

• applied linting

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Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (3ff993d)

• Docs: Add MIEB to README (#2550)

Add MIEB to README (75d3597)