diff --git a/be/src/exprs/bitmap_function.cpp b/be/src/exprs/bitmap_function.cpp
index 76267bb0519b70..f0c0e6ff6dc0ce 100644
--- a/be/src/exprs/bitmap_function.cpp
+++ b/be/src/exprs/bitmap_function.cpp
@@ -477,6 +477,27 @@ StringVal BitmapFunctions::bitmap_and(FunctionContext* ctx, const StringVal& lhs
     return serialize(ctx, &bitmap);
 }
 
+StringVal BitmapFunctions::bitmap_xor(FunctionContext* ctx, const StringVal& lhs,
+                                      const StringVal& rhs) {
+    if (lhs.is_null || rhs.is_null) {
+        return StringVal::null();
+    }
+    BitmapValue bitmap;
+    if (lhs.len == 0) {
+        bitmap |= *reinterpret_cast<BitmapValue*>(lhs.ptr);
+    } else {
+        bitmap |= BitmapValue((char*)lhs.ptr);
+    }
+
+    if (rhs.len == 0) {
+        bitmap ^= *reinterpret_cast<BitmapValue*>(rhs.ptr);
+    } else {
+        bitmap ^= BitmapValue((char*)rhs.ptr);
+    }
+    return serialize(ctx, &bitmap);
+}
+
+
 StringVal BitmapFunctions::bitmap_to_string(FunctionContext* ctx, const StringVal& input) {
     if (input.is_null) {
         return StringVal::null();
diff --git a/be/src/exprs/bitmap_function.h b/be/src/exprs/bitmap_function.h
index fa110cb3c637b0..21fbd89791c3c7 100644
--- a/be/src/exprs/bitmap_function.h
+++ b/be/src/exprs/bitmap_function.h
@@ -60,6 +60,7 @@ class BitmapFunctions {
     static StringVal to_bitmap(FunctionContext* ctx, const StringVal& src);
     static StringVal bitmap_hash(FunctionContext* ctx, const StringVal& src);
     static StringVal bitmap_or(FunctionContext* ctx, const StringVal& src, const StringVal& dst);
+    static StringVal bitmap_xor(FunctionContext* ctx, const StringVal& src, const StringVal& dst);
     static StringVal bitmap_and(FunctionContext* ctx, const StringVal& src, const StringVal& dst);
     static StringVal bitmap_to_string(FunctionContext* ctx, const StringVal& input);
     // Convert a comma separated string to a Bitmap
diff --git a/be/src/util/bitmap_value.h b/be/src/util/bitmap_value.h
index 9ccace7c5d21c4..f1ff0d1fbd19de 100644
--- a/be/src/util/bitmap_value.h
+++ b/be/src/util/bitmap_value.h
@@ -1087,6 +1087,63 @@ class BitmapValue {
         return *this;
     }
 
+    // Compute the symmetric union between the current bitmap and the provided bitmap.
+    // Possible type transitions are:
+    // SINGLE -> EMPTY
+    // BITMAP -> EMPTY
+    // BITMAP -> SINGLE
+    BitmapValue& operator^=(const BitmapValue& rhs) {
+        switch (rhs._type) {
+            case EMPTY:
+                break;
+            case SINGLE:
+                switch (_type) {
+                    case EMPTY:
+                        add(rhs._sv);
+                        break;
+                    case SINGLE:
+                        if (_sv == rhs._sv) {
+                            _type = EMPTY;
+                            _bitmap.clear();
+                        } else {
+                            add(rhs._sv);
+                        }
+                        break;
+                    case BITMAP:
+                        if (!_bitmap.contains(rhs._sv)) {
+                            add(rhs._sv);
+                        } else {
+                            _bitmap.remove(rhs._sv);
+                        }
+                        break;
+                }
+                break;
+            case BITMAP:
+                switch (_type) {
+                    case EMPTY:
+                        _bitmap = rhs._bitmap;
+                        _type = BITMAP;
+                        break;
+                    case SINGLE:
+                        _bitmap = rhs._bitmap;
+                        _type = BITMAP;
+                        if (!rhs._bitmap.contains(_sv)) {
+                            _bitmap.add(_sv);
+                        } else {
+                            _bitmap.remove(_sv);
+                        }
+                        break;
+                    case BITMAP:
+                        _bitmap ^= rhs._bitmap;
+                        _convert_to_smaller_type();
+                        break;
+                }
+                break;
+        }
+        return *this;
+    }
+
+
     // check if value x is present
     bool contains(uint64_t x) {
         switch (_type) {
diff --git a/docs/en/sql-reference/sql-functions/bitmap-functions/bitmap_xor.md b/docs/en/sql-reference/sql-functions/bitmap-functions/bitmap_xor.md
new file mode 100644
index 00000000000000..2734f36b616046
--- /dev/null
+++ b/docs/en/sql-reference/sql-functions/bitmap-functions/bitmap_xor.md
@@ -0,0 +1,55 @@
+---
+{
+    "title": "bitmap_xor",
+    "language": "en"
+}
+---
+
+<!-- 
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+# bitmap_xor
+## description
+### Syntax
+
+`BITMAP BITMAP_XOR(BITMAP lhs, BITMAP rhs)`
+
+Compute the symmetric union of two input bitmaps, return the new bitmap.
+
+## example
+
+```
+mysql> select bitmap_count(bitmap_xor(bitmap_from_string('2,3'),bitmap_from_string('1,2,3,4'))) cnt;
++------+
+| cnt  |
++------+
+|    2 |
++------+
+
+mysql> select bitmap_to_string(bitmap_xor(bitmap_from_string('2,3'),bitmap_from_string('1,2,3,4')));
++----------------------------------------------------------------------------------------+
+| bitmap_to_string(bitmap_xor(bitmap_from_string('2,3'), bitmap_from_string('1,2,3,4'))) |
++----------------------------------------------------------------------------------------+
+| 1,4                                                                                    |
++----------------------------------------------------------------------------------------+
+```
+
+## keyword
+
+    BITMAP_XOR,BITMAP
diff --git a/docs/zh-CN/sql-reference/sql-functions/bitmap-functions/bitmap_xor.md b/docs/zh-CN/sql-reference/sql-functions/bitmap-functions/bitmap_xor.md
new file mode 100644
index 00000000000000..3e67e4fabe2288
--- /dev/null
+++ b/docs/zh-CN/sql-reference/sql-functions/bitmap-functions/bitmap_xor.md
@@ -0,0 +1,55 @@
+---
+{
+    "title": "bitmap_xor",
+    "language": "zh-CN"
+}
+---
+
+<!-- 
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+# bitmap_xor
+## description
+### Syntax
+
+`BITMAP BITMAP_XOR(BITMAP lhs, BITMAP rhs)`
+
+计算两个输入bitmap的差集，返回新的bitmap.
+
+## example
+
+```
+mysql> select bitmap_count(bitmap_xor(bitmap_from_string('2,3'),bitmap_from_string('1,2,3,4'))) cnt;
++------+
+| cnt  |
++------+
+|    2 |
++------+
+
+mysql> select bitmap_to_string(bitmap_xor(bitmap_from_string('2,3'),bitmap_from_string('1,2,3,4')));
++----------------------------------------------------------------------------------------+
+| bitmap_to_string(bitmap_xor(bitmap_from_string('2,3'), bitmap_from_string('1,2,3,4'))) |
++----------------------------------------------------------------------------------------+
+| 1,4                                                                                    |
++----------------------------------------------------------------------------------------+
+```
+
+## keyword
+
+    BITMAP_XOR,BITMAP
diff --git a/gensrc/script/doris_builtins_functions.py b/gensrc/script/doris_builtins_functions.py
index cb31d408ed5ffc..67742ba9ac8c98 100755
--- a/gensrc/script/doris_builtins_functions.py
+++ b/gensrc/script/doris_builtins_functions.py
@@ -800,6 +800,8 @@
         '_ZN5doris15BitmapFunctions12bitmap_emptyEPN9doris_udf15FunctionContextE'],
     [['bitmap_or'], 'BITMAP', ['BITMAP','BITMAP'],
         '_ZN5doris15BitmapFunctions9bitmap_orEPN9doris_udf15FunctionContextERKNS1_9StringValES6_'],
+    [['bitmap_xor'], 'BITMAP', ['BITMAP','BITMAP'],
+        '_ZN5doris15BitmapFunctions10bitmap_xorEPN9doris_udf15FunctionContextERKNS1_9StringValES6_'],
     [['bitmap_and'], 'BITMAP', ['BITMAP','BITMAP'],
         '_ZN5doris15BitmapFunctions10bitmap_andEPN9doris_udf15FunctionContextERKNS1_9StringValES6_'],
     [['bitmap_to_string'], 'VARCHAR', ['BITMAP'],