diff --git a/python/pyarrow/tests/test_compute.py b/python/pyarrow/tests/test_compute.py
index 03d2688e65705..6ee54ca4b1259 100644
--- a/python/pyarrow/tests/test_compute.py
+++ b/python/pyarrow/tests/test_compute.py
@@ -135,6 +135,9 @@ def test_exported_option_classes():
                                       param.VAR_KEYWORD)
 
 
+@pytest.mark.filterwarnings(
+    "ignore:pyarrow.CumulativeSumOptions is deprecated as of 14.0"
+)
 def test_option_class_equality():
     options = [
         pc.ArraySortOptions(),
@@ -214,8 +217,8 @@ def test_option_class_equality():
         buf = option.serialize()
         deserialized = pc.FunctionOptions.deserialize(buf)
         assert option == deserialized
-        # TODO remove the check under the if statement
-        # when the deprecated class CumulativeSumOptions is removed.
+        # TODO remove the check under the if statement and the filterwarnings
+        # mark when the deprecated class CumulativeSumOptions is removed.
         if repr(option).startswith("CumulativeSumOptions"):
             assert repr(deserialized).startswith("CumulativeOptions")
         else: