diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala
index 99f946cd7dc8..4c993e226895 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala
@@ -903,38 +903,20 @@ class GlutenClickHouseNativeWriteTableSuite
                | ) partitioned by (day string)
                | stored as $format""".stripMargin
 
-          // FIXME:
-          // Spark analyzer(>=3.4) will resolve map type to
-          //   map_from_arrays(transform(map_keys(map('t1','a','t2','b')), v->v),
-          //                   transform(map_values(map('t1','a','t2','b')), v->v))
-          // which cause core dump. see https://github.com/apache/incubator-gluten/issues/6561
-          // for details.
           val insert_sql =
-            if (isSparkVersionLE("3.3")) {
-              s"""insert overwrite $table_name partition (day)
-                 |select id as a,
-                 |       str_to_map(concat('t1:','a','&t2:','b'),'&',':'),
-                 |       struct('1', null) as c,
-                 |       '2024-01-08' as day
-                 |from range(10)""".stripMargin
-            } else {
-              s"""insert overwrite $table_name partition (day)
-                 |select id as a,
-                 |       map('t1', 'a', 't2', 'b'),
-                 |       struct('1', null) as c,
-                 |       '2024-01-08' as day
-                 |from range(10)""".stripMargin
-            }
+            s"""insert overwrite $table_name partition (day)
+               |select id as a,
+               |       map('t1', 'a', 't2', 'b'),
+               |       struct('1', null) as c,
+               |       '2024-01-08' as day
+               |from range(10)""".stripMargin
           (table_name, create_sql, insert_sql)
       },
       (table_name, _) =>
-        if (isSparkVersionGE("3.4")) {
-          // FIXME: Don't Know Why Failed
-          compareResultsAgainstVanillaSpark(
-            s"select * from $table_name",
-            compareResult = true,
-            _ => {})
-        }
+        compareResultsAgainstVanillaSpark(
+          s"select * from $table_name",
+          compareResult = true,
+          _ => {})
     )
   }
 }