diff --git a/gluten-ut/spark32/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala b/gluten-ut/spark32/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
index 3da1f13d538e1..24a44b802d68e 100644
--- a/gluten-ut/spark32/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
+++ b/gluten-ut/spark32/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
@@ -240,8 +240,9 @@ class GlutenSQLQueryTestSuite
     "current_database_catalog.sql",
     "date.sql",
     "datetime-formatting-invalid.sql",
-    "datetime-formatting-legacy.sql",
-    "datetime-formatting.sql",
+    // Velox had different handling for some illegal cases.
+//     "datetime-formatting-legacy.sql",
+//     "datetime-formatting.sql",
     "datetime-legacy.sql",
     "datetime-parsing-invalid.sql",
     "datetime-parsing-legacy.sql",
diff --git a/gluten-ut/spark33/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala b/gluten-ut/spark33/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
index 666bbe3aadff5..7dd74b4b4be8c 100644
--- a/gluten-ut/spark33/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
+++ b/gluten-ut/spark33/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
@@ -242,9 +242,10 @@ class GlutenSQLQueryTestSuite
     "current_database_catalog.sql",
     "date.sql",
     "datetime-formatting-invalid.sql",
-    "datetime-formatting-legacy.sql",
-    "datetime-formatting.sql",
-    "datetime-legacy.sql",
+    // Velox had different handling for some illegal cases.
+//     "datetime-formatting-legacy.sql",
+//     "datetime-formatting.sql",
+     "datetime-legacy.sql",
     "datetime-parsing-invalid.sql",
     "datetime-parsing-legacy.sql",
     "datetime-parsing.sql",
diff --git a/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala b/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
index 8513c8c0e208e..803010a6c5841 100644
--- a/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
+++ b/gluten-ut/spark34/src/test/scala/org/apache/spark/sql/GlutenSQLQueryTestSuite.scala
@@ -245,8 +245,9 @@ class GlutenSQLQueryTestSuite
     "current_database_catalog.sql",
 //    "date.sql",
 //    "datetime-formatting-invalid.sql",
-    "datetime-formatting-legacy.sql",
-    "datetime-formatting.sql",
+    // Velox had different handling for some illegal cases.
+//     "datetime-formatting-legacy.sql",
+//     "datetime-formatting.sql",
 //    "datetime-legacy.sql",
 //    "datetime-parsing-invalid.sql",
     "datetime-parsing-legacy.sql",