diff --git a/pyproject.toml b/pyproject.toml
index 555c7e706..856be5deb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -68,7 +68,7 @@ doc = [
     "pytest-sphinx==0.6.3",
     "regex==2024.7.24",
     "sphinx-autobuild==2024.4.16",
-    "sphinx-autodoc-typehints==2.3.0",
+    "sphinx-autodoc-typehints==2.4.4",
     "sphinx-copybutton==0.5.2",
     "sphinx-notfound-page==1.0.4",
     "sphinx-gallery==0.17.1",