diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/command/tables.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/command/tables.scala
index b4a15b8b2882e..8421357c66e38 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/command/tables.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/command/tables.scala
@@ -791,11 +791,22 @@ case class ShowCreateTableCommand(table: TableIdentifier) extends RunnableComman
     }
   }
 
+  // These table properties should not be included in the output statement of SHOW CREATE TABLE
+  val excludedTableProperties = Set(
+    // The following are hive-generated statistics fields
+    "COLUMN_STATS_ACCURATE",
+    "numFiles",
+    "numPartitions",
+    "numRows",
+    "rawDataSize",
+    "totalSize"
+  )
+
   private def showHiveTableProperties(metadata: CatalogTable, builder: StringBuilder): Unit = {
     if (metadata.properties.nonEmpty) {
       val filteredProps = metadata.properties.filterNot {
-        // Skips "EXTERNAL" property for external tables
-        case (key, _) => key == "EXTERNAL" && metadata.tableType == EXTERNAL
+        // Skips all the stats info (See the JIRA: HIVE-13792)
+        case (key, _) => excludedTableProperties.contains(key)
       }
 
       val props = filteredProps.map { case (key, value) =>
diff --git a/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/HiveClientImpl.scala b/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/HiveClientImpl.scala
index 81d5a124e9d4a..bc40ec24bfae1 100644
--- a/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/HiveClientImpl.scala
+++ b/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/HiveClientImpl.scala
@@ -400,7 +400,9 @@ private[hive] class HiveClientImpl(
           properties = Option(h.getTTable.getSd.getSerdeInfo.getParameters)
             .map(_.asScala.toMap).orNull
         ),
-        properties = properties.filter(kv => kv._1 != "comment"),
+        // For EXTERNAL_TABLE, the table properties has a particular field "EXTERNAL". This is added
+        // in the function toHiveTable.
+        properties = properties.filter(kv => kv._1 != "comment" && kv._1 != "EXTERNAL"),
         comment = properties.get("comment"),
         viewOriginalText = Option(h.getViewOriginalText),
         viewText = Option(h.getViewExpandedText),
diff --git a/sql/hive/src/test/scala/org/apache/spark/sql/hive/ShowCreateTableSuite.scala b/sql/hive/src/test/scala/org/apache/spark/sql/hive/ShowCreateTableSuite.scala
index e925921165d6a..762435b1b2066 100644
--- a/sql/hive/src/test/scala/org/apache/spark/sql/hive/ShowCreateTableSuite.scala
+++ b/sql/hive/src/test/scala/org/apache/spark/sql/hive/ShowCreateTableSuite.scala
@@ -277,12 +277,24 @@ class ShowCreateTableSuite extends QueryTest with SQLTestUtils with TestHiveSing
     checkCreateTableOrView(TableIdentifier(table, Some("default")), "VIEW")
   }
 
+  // These table properties should not be included in the output statement of SHOW CREATE TABLE
+  val excludedTableProperties = Set(
+    // The following are hive-generated statistics fields
+    "COLUMN_STATS_ACCURATE",
+    "numFiles",
+    "numPartitions",
+    "numRows",
+    "rawDataSize",
+    "totalSize"
+  )
+
   private def checkCreateTableOrView(table: TableIdentifier, checkType: String): Unit = {
     val db = table.database.getOrElse("default")
     val expected = spark.sharedState.externalCatalog.getTable(db, table.table)
     val shownDDL = sql(s"SHOW CREATE TABLE ${table.quotedString}").head().getString(0)
     sql(s"DROP $checkType ${table.quotedString}")
 
+    checkExcludedTableProperties(shownDDL)
     try {
       sql(shownDDL)
       val actual = spark.sharedState.externalCatalog.getTable(db, table.table)
@@ -292,6 +304,10 @@ class ShowCreateTableSuite extends QueryTest with SQLTestUtils with TestHiveSing
     }
   }
 
+  private def checkExcludedTableProperties(shownDDL: String): Unit = {
+    excludedTableProperties.foreach(p => assert(!shownDDL.contains(p)))
+  }
+
   private def checkCatalogTables(expected: CatalogTable, actual: CatalogTable): Unit = {
     def normalize(table: CatalogTable): CatalogTable = {
       val nondeterministicProps = Set(
@@ -302,18 +318,11 @@ class ShowCreateTableSuite extends QueryTest with SQLTestUtils with TestHiveSing
         "last_modified_by",
         "last_modified_time",
         "Owner:",
-        "COLUMN_STATS_ACCURATE",
         // The following are hive specific schema parameters which we do not need to match exactly.
-        "numFiles",
-        "numRows",
-        "rawDataSize",
-        "totalSize",
         "totalNumberFiles",
         "maxFileSize",
-        "minFileSize",
-        // EXTERNAL is not non-deterministic, but it is filtered out for external tables.
-        "EXTERNAL"
-      )
+        "minFileSize"
+      ) ++ excludedTableProperties
 
       table.copy(
         createTime = 0L,