diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxColumnarCacheSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxColumnarCacheSuite.scala
index 62f2c1d157c..64b0196375e 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxColumnarCacheSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxColumnarCacheSuite.scala
@@ -87,7 +87,7 @@ class VeloxColumnarCacheSuite extends VeloxWholeStageTransformerSuite with Adapt
     }
   }
 
-  testWithMinSparkVersion("input row", "3.2") {
+  test("input row") {
     withTable("t") {
       sql("CREATE TABLE t USING json AS SELECT * FROM values(1, 'a', (2, 'b'), (3, 'c'))")
       runQueryAndCompare("SELECT * FROM t", cache = true) {
diff --git a/gluten-delta/src/test/scala/org/apache/gluten/execution/DeltaSuite.scala b/gluten-delta/src/test/scala/org/apache/gluten/execution/DeltaSuite.scala
index 9f8e994f8d0..b2f4122039c 100644
--- a/gluten-delta/src/test/scala/org/apache/gluten/execution/DeltaSuite.scala
+++ b/gluten-delta/src/test/scala/org/apache/gluten/execution/DeltaSuite.scala
@@ -66,8 +66,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  // NameMapping is supported in Delta 2.0 (related to Spark3.2.0)
-  testWithMinSparkVersion("column mapping mode = name", "3.2") {
+  test("column mapping mode = name") {
     withTable("delta_cm2") {
       spark.sql(s"""
                    |create table delta_cm2 (id int, name string) using delta
@@ -110,9 +109,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
   // broke `PreparedDeltaFileIndex.matchingFiles` and silently returned all files.
   Seq("name", "id").foreach {
     mode =>
-      testWithMinSparkVersion(
-        s"column mapping mode = $mode with partition filter (single partition col)",
-        "3.2") {
+      test(s"column mapping mode = $mode with partition filter (single partition col)") {
         withTable("delta_cm_part") {
           spark.sql(s"""
                        |create table delta_cm_part (id int, name string) using delta
@@ -153,9 +150,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
         }
       }
 
-      testWithMinSparkVersion(
-        s"column mapping mode = $mode with partition filter (multi partition col)",
-        "3.2") {
+      test(s"column mapping mode = $mode with partition filter (multi partition col)") {
         withTable("delta_cm_part_multi") {
           spark.sql(s"""
                        |create table delta_cm_part_multi
@@ -185,9 +180,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
         }
       }
 
-      testWithMinSparkVersion(
-        s"column mapping mode = $mode with partition + data filter",
-        "3.2") {
+      test(s"column mapping mode = $mode with partition + data filter") {
         withTable("delta_cm_part_data") {
           spark.sql(s"""
                        |create table delta_cm_part_data (id int, name string, age int)
@@ -220,9 +213,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
         }
       }
 
-      testWithMinSparkVersion(
-        s"column mapping mode = $mode with IS [NOT] NULL on partition col",
-        "3.2") {
+      test(s"column mapping mode = $mode with IS [NOT] NULL on partition col") {
         withTable("delta_cm_part_null") {
           spark.sql(s"""
                        |create table delta_cm_part_null (id int, name string)
@@ -247,9 +238,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
         }
       }
 
-      testWithMinSparkVersion(
-        s"column mapping mode = $mode partition filter survives column rename",
-        "3.2") {
+      test(s"column mapping mode = $mode partition filter survives column rename") {
         withTable("delta_cm_part_rename") {
           spark.sql(s"""
                        |create table delta_cm_part_rename (id int, name string)
@@ -272,9 +261,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
         }
       }
 
-      testWithMinSparkVersion(
-        s"column mapping mode = $mode data column rename + filter (file skipping)",
-        "3.2") {
+      test(s"column mapping mode = $mode data column rename + filter (file skipping)") {
         withTable("delta_cm_data_rename") {
           spark.sql(s"""
                        |create table delta_cm_data_rename (id int, age int, name string)
@@ -324,7 +311,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  testWithMinSparkVersion("delta: partition filters", "3.2") {
+  test("delta: partition filters") {
     withTable("delta_pf") {
       spark.sql(s"""
                    |create table delta_pf (id int, name string) using delta partitioned by (name)
@@ -343,7 +330,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  testWithMinSparkVersion("basic test with stats.skipping disabled", "3.2") {
+  test("basic test with stats.skipping disabled") {
     withTable("delta_test2") {
       withSQLConf("spark.databricks.delta.stats.skipping" -> "false") {
         spark.sql(s"""
@@ -363,7 +350,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  testWithMinSparkVersion("column mapping with complex type", "3.2") {
+  test("column mapping with complex type") {
     withTable("t1") {
       val simpleNestedSchema = new StructType()
         .add("a", StringType, true)
@@ -440,7 +427,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  testWithMinSparkVersion("delta: push down input_file_name expression", "3.2") {
+  test("delta: push down input_file_name expression") {
     withTable("source_table") {
       withTable("target_table") {
         spark.sql(s"""
@@ -478,7 +465,7 @@ abstract class DeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  testWithMinSparkVersion("delta: need to validate delta expression before execution", "3.2") {
+  test("delta: need to validate delta expression before execution") {
     withTable("source_table") {
       withTable("target_table") {
         spark.sql(s"""
diff --git a/gluten-hudi/src/test/scala/org/apache/gluten/execution/HudiSuite.scala b/gluten-hudi/src/test/scala/org/apache/gluten/execution/HudiSuite.scala
index 0e2a7796e64..aa87e5c59af 100644
--- a/gluten-hudi/src/test/scala/org/apache/gluten/execution/HudiSuite.scala
+++ b/gluten-hudi/src/test/scala/org/apache/gluten/execution/HudiSuite.scala
@@ -38,7 +38,7 @@ abstract class HudiSuite extends WholeStageTransformerSuite {
       .set("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
   }
 
-  testWithMinSparkVersion("hudi: time travel", "3.2") {
+  test("hudi: time travel") {
     withTable("hudi_tm") {
       spark.sql(s"""
                    |create table hudi_tm (id int, name string) using hudi
@@ -65,7 +65,7 @@ abstract class HudiSuite extends WholeStageTransformerSuite {
     }
   }
 
-  testWithMinSparkVersion("hudi: soft delete", "3.2") {
+  test("hudi: soft delete") {
     withTable("hudi_pf") {
       spark.sql(s"""
                    |create table hudi_pf (id int, name string) using hudi
@@ -111,7 +111,7 @@ abstract class HudiSuite extends WholeStageTransformerSuite {
     }
   }
 
-  testWithMinSparkVersion("hudi: partition filters", "3.2") {
+  test("hudi: partition filters") {
     withTable("hudi_pf") {
       spark.sql(s"""
                    |create table hudi_pf (id int, name string) using hudi partitioned by (name)
diff --git a/gluten-ut/test/src/test/scala/org/apache/gluten/expressions/GlutenExpressionMappingSuite.scala b/gluten-ut/test/src/test/scala/org/apache/gluten/expressions/GlutenExpressionMappingSuite.scala
index 1c3fd99ee20..244b060d002 100644
--- a/gluten-ut/test/src/test/scala/org/apache/gluten/expressions/GlutenExpressionMappingSuite.scala
+++ b/gluten-ut/test/src/test/scala/org/apache/gluten/expressions/GlutenExpressionMappingSuite.scala
@@ -47,7 +47,7 @@ class GlutenExpressionMappingSuite
     conf
   }
 
-  testWithMinSparkVersion("test expression blacklist", "3.2") {
+  test("test expression blacklist") {
     val names = ExpressionMappings.expressionsMap.values.toSet
     assert(names.contains("regexp_replace"))
     assert(names.contains("regexp_extract"))
@@ -68,7 +68,7 @@ class GlutenExpressionMappingSuite
     }
   }
 
-  testWithMinSparkVersion("test blacklisting regexp expressions", "3.2") {
+  test("test blacklisting regexp expressions") {
     val names = ExpressionMappings.expressionsMap.values.toSet
     assert(names.contains("rlike"))
     assert(names.contains("regexp_replace"))