diff --git a/gluten-delta/src/main/scala/org/apache/gluten/execution/DeltaScanTransformer.scala b/gluten-delta/src/main/scala/org/apache/gluten/execution/DeltaScanTransformer.scala
index 16b764146ec1..9e97a3687656 100644
--- a/gluten-delta/src/main/scala/org/apache/gluten/execution/DeltaScanTransformer.scala
+++ b/gluten-delta/src/main/scala/org/apache/gluten/execution/DeltaScanTransformer.scala
@@ -52,7 +52,11 @@ case class DeltaScanTransformer(
   override lazy val fileFormat: ReadFileFormat = ReadFileFormat.ParquetReadFormat
 
   override protected def doValidateInternal(): ValidationResult = {
-    if (requiredSchema.fields.exists(_.name == "__delta_internal_is_row_deleted")) {
+    if (
+      requiredSchema.fields.exists(
+        _.name == "__delta_internal_is_row_deleted") || requiredSchema.fields.exists(
+        _.name == "__delta_internal_row_index")
+    ) {
       return ValidationResult.notOk(s"Deletion vector is not supported in native.")
     }
 
diff --git a/gluten-delta/src/test/scala/org/apache/gluten/execution/VeloxDeltaSuite.scala b/gluten-delta/src/test/scala/org/apache/gluten/execution/VeloxDeltaSuite.scala
index 8cf4baae80c6..f90bff2afa90 100644
--- a/gluten-delta/src/test/scala/org/apache/gluten/execution/VeloxDeltaSuite.scala
+++ b/gluten-delta/src/test/scala/org/apache/gluten/execution/VeloxDeltaSuite.scala
@@ -42,8 +42,7 @@ class VeloxDeltaSuite extends WholeStageTransformerSuite {
   }
 
   // IdMapping is supported in Delta 2.2 (related to Spark3.3.1)
-  // Disable for Spark3.5.
-  testWithSpecifiedSparkVersion("column mapping mode = id", Some("3.3"), Some("3.4")) {
+  testWithSpecifiedSparkVersion("column mapping mode = id", Some("3.3")) {
     withTable("delta_cm1") {
       spark.sql(s"""
                    |create table delta_cm1 (id int, name string) using delta
@@ -63,8 +62,7 @@ class VeloxDeltaSuite extends WholeStageTransformerSuite {
   }
 
   // NameMapping is supported in Delta 2.0 (related to Spark3.2.0)
-  // Disable for Spark3.5.
-  testWithSpecifiedSparkVersion("column mapping mode = name", Some("3.2"), Some("3.4")) {
+  testWithSpecifiedSparkVersion("column mapping mode = name", Some("3.2")) {
     withTable("delta_cm2") {
       spark.sql(s"""
                    |create table delta_cm2 (id int, name string) using delta
@@ -83,8 +81,7 @@ class VeloxDeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  // Disable for Spark3.5.
-  testWithSpecifiedSparkVersion("delta: time travel", Some("3.3"), Some("3.4")) {
+  testWithSpecifiedSparkVersion("delta: time travel", Some("3.3")) {
     withTable("delta_tm") {
       spark.sql(s"""
                    |create table delta_tm (id int, name string) using delta
@@ -109,8 +106,7 @@ class VeloxDeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  // Disable for Spark3.5.
-  testWithSpecifiedSparkVersion("delta: partition filters", Some("3.2"), Some("3.4")) {
+  testWithSpecifiedSparkVersion("delta: partition filters", Some("3.2")) {
     withTable("delta_pf") {
       spark.sql(s"""
                    |create table delta_pf (id int, name string) using delta partitioned by (name)
@@ -129,11 +125,7 @@ class VeloxDeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  // Disable for Spark3.5.
-  testWithSpecifiedSparkVersion(
-    "basic test with stats.skipping disabled",
-    Some("3.2"),
-    Some("3.4")) {
+  testWithSpecifiedSparkVersion("basic test with stats.skipping disabled", Some("3.2")) {
     withTable("delta_test2") {
       withSQLConf("spark.databricks.delta.stats.skipping" -> "false") {
         spark.sql(s"""
@@ -153,8 +145,7 @@ class VeloxDeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  // Disable for Spark3.5.
-  testWithSpecifiedSparkVersion("column mapping with complex type", Some("3.2"), Some("3.4")) {
+  testWithSpecifiedSparkVersion("column mapping with complex type", Some("3.2")) {
     withTable("t1") {
       val simpleNestedSchema = new StructType()
         .add("a", StringType, true)
@@ -204,8 +195,7 @@ class VeloxDeltaSuite extends WholeStageTransformerSuite {
     }
   }
 
-  // Disable for Spark3.5
-  testWithSpecifiedSparkVersion("deletion vector", Some("3.4"), Some("3.4")) {
+  testWithSpecifiedSparkVersion("deletion vector", Some("3.4")) {
     withTempPath {
       p =>
         import testImplicits._