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docs: update evaluation table
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geritwagner committed Oct 25, 2024
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Expand Up @@ -12,7 +12,7 @@ Tools are ranked according to false-positive rate. The lower the false-positive

.. list-table::
:header-rows: 1
:widths: 8 23 23 36
:widths: 8 25 22 35

* - Rank
- Tool
Expand All @@ -21,31 +21,59 @@ Tools are ranked according to false-positive rate. The lower the false-positive
* - 1
- `BibDedupe <https://github.com/CoLRev-Environment/bib-dedupe>`_
- Python library
- NA
-
* πŸ… State-of-the-art (Python)
* - 2
- `ASySD <https://github.com/camaradesuk/ASySD>`_
- R package
- NA
-
* πŸ… State-of-the-art (R)
* - 4
- `ASReview Data Dedup <https://github.com/asreview/asreview-datatools>`_
- Python library
-
* ☒️ High FP error rate
* - 3
- `Buhos <https://github.com/clbustos/buhos>`_
- Web-based (Ruby)
- NA
* - 4
- `ASReview Data Dedup <https://github.com/asreview/asreview-datatools>`_
-
* ☒️ High FP error rate
* ❓ Evaluation incomplete
* βŒ› Long runtime
* - NA
- `dedupe.io <https://github.com/dedupeio/dedupe>`_ / `pandas-dedupe <https://github.com/Lyonk71/pandas-dedupe>`_
- Python library
- NA
-
* 😩 Requires manual training
* ❓ Performance not reproducible
* - NA
- `deduklick <https://systematicreviewsjournal.biomedcentral.com/articles/10.1186/s13643-022-02045-9>`_
- Proprietary software
-
* ❓ Performance unknown
* 🚫 No programmatic access
* πŸ”’ Proprietary code
* - NA
- `SRA-Dedupe <https://github.com/IEBH/sra-dedupe-ui>`_
- Proprietary software
-
* ❓ Performance unknown
* 🚫 No programmatic access
* - NA
- Endnote
- Proprietary software (local)
- No programmatic access (prevents automated evaluation)
* - NA
- `dedupe.io <https://github.com/dedupeio/dedupe>`_ / `pandas-dedupe <https://github.com/Lyonk71/pandas-dedupe>`_
- Python library
- Requires manual training (not automated/reproducible)
-
* 😩 Requires manual review
* ❓ Performance unknown
* 🚫 No programmatic access
* πŸ”’ Proprietary code
* - NA
- Covidence
- Proprietary software (web-based)
- No programmatic access (prevents automated evaluation)
-
* ❓ Performance unknown
* 🚫 No programmatic access
* πŸ”’ Proprietary code

Datasets
-------------------
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