qubvel-org · qubvel · Mar 20, 2026 · Mar 16, 2026 · Mar 16, 2026 · Mar 16, 2026
diff --git a/docs/conf.py b/docs/conf.py
@@ -45,11 +45,11 @@ def get_version():
 
 extensions = [
     "sphinx.ext.autodoc",
+    "sphinx.ext.autosummary",
     "sphinx.ext.coverage",
     "sphinx.ext.napoleon",
     "sphinx.ext.viewcode",
     "sphinx.ext.mathjax",
-    "autodocsumm",
 ]
 
 # Add any paths that contain templates here, relative to this directory.

diff --git a/docs/metrics.rst b/docs/metrics.rst
@@ -3,6 +3,29 @@
 
 Functional metrics
 ~~~~~~~~~~~~~~~~~~
+
+.. currentmodule:: segmentation_models_pytorch.metrics.functional
+
+.. autosummary::
+
+   get_stats
+   fbeta_score
+   f1_score
+   iou_score
+   accuracy
+   precision
+   recall
+   sensitivity
+   specificity
+   balanced_accuracy
+   positive_predictive_value
+   negative_predictive_value
+   false_negative_rate
+   false_positive_rate
+   false_discovery_rate
+   false_omission_rate
+   positive_likelihood_ratio
+   negative_likelihood_ratio
+
 .. automodule:: segmentation_models_pytorch.metrics.functional
-        :members:
-        :autosummary:
+   :members:
diff --git a/pyproject.toml b/pyproject.toml
@@ -30,7 +30,6 @@ dynamic = ['version']
 
 [project.optional-dependencies]
 docs = [
-    'autodocsumm',
     'huggingface-hub',
     'six',
     'sphinx',

diff --git a/requirements/docs.txt b/requirements/docs.txt
@@ -1,5 +1,4 @@
-autodocsumm==0.2.14
 huggingface-hub==1.7.1
 six==1.17.0
-sphinx==8.2.3
+sphinx==9.1.0
 sphinx-book-theme==1.2.0