diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxMetricsSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxMetricsSuite.scala
index 0a3e4ebe2cd1..ac85892b7a3e 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxMetricsSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxMetricsSuite.scala
@@ -20,6 +20,8 @@ import org.apache.gluten.GlutenConfig
 import org.apache.gluten.sql.shims.SparkShimLoader
 
 import org.apache.spark.SparkConf
+import org.apache.spark.scheduler.{SparkListener, SparkListenerStageCompleted}
+import org.apache.spark.sql.TestUtils
 import org.apache.spark.sql.execution.CommandResultExec
 import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
 import org.apache.spark.sql.internal.SQLConf
@@ -201,4 +203,28 @@ class VeloxMetricsSuite extends VeloxWholeStageTransformerSuite with AdaptiveSpa
       }
     }
   }
+
+  test("File scan task input metrics") {
+    createTPCHNotNullTables()
+
+    @volatile var inputRecords = 0L
+    val partTableRecords = spark.sql("select * from part").count()
+    val itemTableRecords = spark.sql("select * from lineitem").count()
+    val inputMetricsListener = new SparkListener {
+      override def onStageCompleted(stageCompleted: SparkListenerStageCompleted): Unit = {
+        inputRecords += stageCompleted.stageInfo.taskMetrics.inputMetrics.recordsRead
+      }
+    }
+
+    TestUtils.withListener(spark.sparkContext, inputMetricsListener) {
+      _ =>
+        val df = spark.sql("""
+                             |select /*+ BROADCAST(part) */ * from part join lineitem
+                             |on l_partkey = p_partkey
+                             |""".stripMargin)
+        df.count()
+    }
+
+    assert(inputRecords == (partTableRecords + itemTableRecords))
+  }
 }
diff --git a/gluten-substrait/src/main/scala/org/apache/gluten/execution/WholeStageTransformer.scala b/gluten-substrait/src/main/scala/org/apache/gluten/execution/WholeStageTransformer.scala
index 78132c08c782..6892921f831f 100644
--- a/gluten-substrait/src/main/scala/org/apache/gluten/execution/WholeStageTransformer.scala
+++ b/gluten-substrait/src/main/scala/org/apache/gluten/execution/WholeStageTransformer.scala
@@ -38,11 +38,13 @@ import org.apache.spark.sql.connector.read.InputPartition
 import org.apache.spark.sql.execution._
 import org.apache.spark.sql.execution.datasources.FilePartition
 import org.apache.spark.sql.execution.metric.SQLMetric
+import org.apache.spark.sql.utils.SparkInputMetricsUtil.InputMetricsWrapper
 import org.apache.spark.sql.vectorized.ColumnarBatch
 
 import com.google.common.collect.Lists
 
 import scala.collection.mutable
+import scala.collection.mutable.ArrayBuffer
 
 case class TransformContext(
     inputAttributes: Seq[Attribute],
@@ -300,7 +302,7 @@ case class WholeStageTransformer(child: SparkPlan, materializeInput: Boolean = f
         inputPartitions,
         inputRDDs,
         pipelineTime,
-        leafMetricsUpdater().updateInputMetrics,
+        leafInputMetricsUpdater(),
         BackendsApiManager.getMetricsApiInstance.metricsUpdatingFunction(
           child,
           wsCtx.substraitContext.registeredRelMap,
@@ -354,14 +356,25 @@ case class WholeStageTransformer(child: SparkPlan, materializeInput: Boolean = f
     }
   }
 
-  private def leafMetricsUpdater(): MetricsUpdater = {
-    child
-      .find {
-        case t: TransformSupport if t.children.forall(!_.isInstanceOf[TransformSupport]) => true
-        case _ => false
+  private def leafInputMetricsUpdater(): InputMetricsWrapper => Unit = {
+    def collectLeaves(plan: SparkPlan, buffer: ArrayBuffer[TransformSupport]): Unit = {
+      plan match {
+        case node: TransformSupport if node.children.forall(!_.isInstanceOf[TransformSupport]) =>
+          buffer.append(node)
+        case node: TransformSupport =>
+          node.children
+            .foreach(collectLeaves(_, buffer))
+        case _ =>
       }
-      .map(_.asInstanceOf[TransformSupport].metricsUpdater())
-      .getOrElse(MetricsUpdater.None)
+    }
+
+    val leafBuffer = new ArrayBuffer[TransformSupport]()
+    collectLeaves(child, leafBuffer)
+    val leafMetricsUpdater = leafBuffer.map(_.metricsUpdater())
+
+    (inputMetrics: InputMetricsWrapper) => {
+      leafMetricsUpdater.foreach(_.updateInputMetrics(inputMetrics))
+    }
   }
 
   override protected def withNewChildInternal(newChild: SparkPlan): WholeStageTransformer =
diff --git a/gluten-substrait/src/test/scala/org/apache/spark/sql/TestUtils.scala b/gluten-substrait/src/test/scala/org/apache/spark/sql/TestUtils.scala
index a679c2272879..c87f59466360 100644
--- a/gluten-substrait/src/test/scala/org/apache/spark/sql/TestUtils.scala
+++ b/gluten-substrait/src/test/scala/org/apache/spark/sql/TestUtils.scala
@@ -18,6 +18,9 @@ package org.apache.spark.sql
 
 import org.apache.gluten.exception.GlutenException
 
+import org.apache.spark.{TestUtils => SparkTestUtils}
+import org.apache.spark.SparkContext
+import org.apache.spark.scheduler.SparkListener
 import org.apache.spark.sql.test.SQLTestUtils
 
 object TestUtils {
@@ -27,4 +30,8 @@ object TestUtils {
       throw new GlutenException("Failed to compare answer" + result.get)
     }
   }
+
+  def withListener[L <: SparkListener](sc: SparkContext, listener: L)(body: L => Unit): Unit = {
+    SparkTestUtils.withListener(sc, listener)(body)
+  }
 }