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2026-07-13 13:22:52 +08:00

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.. currentmodule:: shap
.. benchmarks
Benchmarks
----------
These benchmark notebooks compare different types of explainers across a variety of metrics.
They are all generated from Jupyter notebooks
`available on GitHub <https://github.com/shap/shap/tree/master/notebooks/benchmarks>`_.
Image
=====
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/benchmarks/image/*
Tabular
=======
Benchmarks that compare explainers on tabular datasets.
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/benchmarks/tabular/*
Text
====
Benchmarks that compare explainers on text datasets.
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/benchmarks/text/*
Others
======
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/benchmarks/others/*