diff --git a/.github/workflows/pyarrow_udf_test.yml b/.github/workflows/pyarrow_udf_test.yml
index 7c744221d5..33ed84204a 100644
--- a/.github/workflows/pyarrow_udf_test.yml
+++ b/.github/workflows/pyarrow_udf_test.yml
@@ -91,7 +91,7 @@ jobs:
           jdk-version: 17
 
       - name: Cache Maven dependencies
-        uses: actions/cache@v5
+        uses: actions/cache@v6
         with:
           path: |
             ~/.m2/repository