diff --git a/fe/fe-core/src/main/java/org/apache/doris/analysis/DeleteStmt.java b/fe/fe-core/src/main/java/org/apache/doris/analysis/DeleteStmt.java
index 52422f3a42..8dadd20058 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/analysis/DeleteStmt.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/analysis/DeleteStmt.java
@@ -33,9 +33,13 @@ import org.apache.doris.common.util.Util;
 import org.apache.doris.mysql.privilege.PrivPredicate;
 import org.apache.doris.qe.ConnectContext;
 import org.apache.doris.qe.SessionVariable;
+import org.apache.doris.rewrite.BetweenToCompoundRule;
+import org.apache.doris.rewrite.ExprRewriteRule;
+import org.apache.doris.rewrite.ExprRewriter;
 
 import com.google.common.annotations.VisibleForTesting;
 import com.google.common.base.Joiner;
+import com.google.common.collect.ImmutableList;
 import com.google.common.collect.Lists;
 
 import java.util.LinkedList;
@@ -43,11 +47,15 @@ import java.util.List;
 
 public class DeleteStmt extends DdlStmt {
 
+    private static final List<ExprRewriteRule> EXPR_NORMALIZE_RULES = ImmutableList.of(
+            BetweenToCompoundRule.INSTANCE
+    );
+
     private TableRef targetTableRef;
     private TableName tableName;
     private final PartitionNames partitionNames;
     private final FromClause fromClause;
-    private final Expr wherePredicate;
+    private Expr wherePredicate;
 
     private final List<Predicate> deleteConditions = new LinkedList<>();
 
@@ -108,6 +116,8 @@ public class DeleteStmt extends DdlStmt {
 
         // analyze predicate
         if (fromClause == null) {
+            ExprRewriter exprRewriter = new ExprRewriter(EXPR_NORMALIZE_RULES);
+            wherePredicate = exprRewriter.rewrite(wherePredicate, analyzer);
             analyzePredicate(wherePredicate);
         } else {
             constructInsertStmt();
diff --git a/regression-test/suites/delete_p0/test_delete_where_in.groovy b/regression-test/suites/delete_p0/test_delete_where_in.groovy
index 26fcd362f4..021338fe3a 100644
--- a/regression-test/suites/delete_p0/test_delete_where_in.groovy
+++ b/regression-test/suites/delete_p0/test_delete_where_in.groovy
@@ -94,6 +94,8 @@ suite("test_delete_where_in", "delete_p0") {
         def count_5= qt_sql """select count(*) from ${tb_name}"""
         logger.info("delete_5 : ${count_5}")
 
+        sql """DELETE FROM ${tb_name} WHERE k5 BETWEEN 20000 AND 50000"""
+
         //drop table
         qt_sql """truncate table ${tb_name}"""
         qt_sql """drop table ${tb_name}"""