.. 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/*