diff --git a/qt6/src/qml/ArrowListView.qml b/qt6/src/qml/ArrowListView.qml
index 49959471..699e4589 100644
--- a/qt6/src/qml/ArrowListView.qml
+++ b/qt6/src/qml/ArrowListView.qml
@@ -14,10 +14,16 @@ FocusScope {
     property int maxVisibleItems : DS.Style.arrowListView.maxVisibleItems
     property int itemHeight:  DS.Style.arrowListView.itemHeight
     property alias view: itemsView
+    property bool hovered: hoverHandler.hovered
 
     implicitWidth: Math.max(DS.Style.arrowListView.width, contentLayout.implicitWidth)
     implicitHeight: contentLayout.implicitHeight
 
+    HoverHandler {
+        id: hoverHandler
+        target: itemsView
+    }
+
     ColumnLayout {
         id: contentLayout
         anchors.fill: parent
diff --git a/qt6/src/qml/ComboBox.qml b/qt6/src/qml/ComboBox.qml
index f8f46483..b42267ea 100644
--- a/qt6/src/qml/ComboBox.qml
+++ b/qt6/src/qml/ComboBox.qml
@@ -4,6 +4,7 @@
 
 import QtQuick
 import QtQuick.Layouts
+import QtQuick.Controls
 import QtQuick.Templates as T
 import org.deepin.dtk 1.0 as D
 import org.deepin.dtk.style 1.0 as DS
@@ -34,7 +35,7 @@ T.ComboBox {
         useIndicatorPadding: true
         text: control.textRole ? (Array.isArray(control.model) ? modelData[control.textRole] : (model[control.textRole] === undefined ? modelData[control.textRole] : model[control.textRole])) : modelData
         icon.name: (control.iconNameRole && model[control.iconNameRole] !== undefined) ? model[control.iconNameRole] : null
-        highlighted: control.highlightedIndex === index
+        highlighted: (control.highlightedIndex === index) && (arrowListView.hovered || (subMenu && subMenu.visible))
         hoverEnabled: control.hoverEnabled
         autoExclusive: true
         checked: control.currentIndex === index
@@ -166,6 +167,7 @@ T.ComboBox {
         palette: control.palette
         implicitWidth: control.flat ? Math.max(contentItem.implicitWidth, control.width) : control.width
         contentItem: ArrowListView {
+            id: arrowListView
             clip: true
             maxVisibleItems: control.maxVisibleItems
             view.model: control.delegateModel
diff --git a/qt6/src/qml/Menu.qml b/qt6/src/qml/Menu.qml
index 92155b3f..3b484a81 100644
--- a/qt6/src/qml/Menu.qml
+++ b/qt6/src/qml/Menu.qml
@@ -6,6 +6,7 @@ import QtQuick
 import QtQuick.Window
 import QtQuick.Layouts
 import QtQuick.Templates as T
+import QtQuick.Controls
 import org.deepin.dtk 1.0 as D
 import org.deepin.dtk.style 1.0 as DS
 
@@ -47,6 +48,28 @@ T.Menu {
         // QTBUG-99897 focus doesn't be clear.
         implicitWidth: viewLayout.implicitWidth
         implicitHeight: viewLayout.implicitHeight
+        
+        HoverHandler {
+            id: menuHoverHandler
+            target: viewLayout
+            onHoveredChanged: {
+                if (!hovered) {
+                    var currentItem = control.itemAt(control.currentIndex)
+                    var hasOpenSubMenu = false
+                    
+                    if (currentItem) {
+                        if (currentItem.subMenu && currentItem.subMenu.visible) {
+                            hasOpenSubMenu = true
+                        }
+                    }
+                    
+                    if (!hasOpenSubMenu) {
+                        control.currentIndex = -1
+                    }
+                }
+            }
+        }
+        
         ColumnLayout {
             id: viewLayout
             spacing: 0