In between your controltemplate pls implmenet something like this.
<Grid
SnapsToDevicePixels="true">
<Border
x:Name="Bd"
Background="Transparent"
BorderBrush="#FF888888"
Padding="1"
CornerRadius="5" BorderThickness="2,2,2,2">
<Grid
Grid.IsSharedSizeScope="true">
<Grid.ColumnDefinitions>
<ColumnDefinition
Width="1" />
<ColumnDefinition
Width="*" />
<ColumnDefinition
Width="Auto"
SharedSizeGroup="ComboBoxButton" />
</Grid.ColumnDefinitions>
<Border
x:Name="SelectedItemBorder"
Grid.ColumnSpan="2" />
<ContentPresenter
SnapsToDevicePixels="{TemplateBinding SnapsToDevicePixels}"
Grid.Column="1"
Content="{TemplateBinding SelectionBoxItem}"
ContentTemplate="{TemplateBinding SelectionBoxItemTemplate}"
ContentTemplateSelector="{TemplateBinding ItemTemplateSelector}"
TextBlock.Foreground="White"
Height="Auto"
Margin="2,2,7,2"
VerticalAlignment="Center" />
<ToggleButton
Style="{StaticResource ComboBoxTransparentButtonStyle}"
Grid.ColumnSpan="3"
IsChecked="{Binding Path=IsDropDownOpen, Mode=TwoWay, RelativeSource={RelativeSource TemplatedParent}}"
Opacity="0.25" />
</Grid>
</Border>
<Popup
Focusable="false"
AllowsTransparency="true"
IsOpen="{Binding Path=IsDropDownOpen, RelativeSource={RelativeSource TemplatedParent}}"
Placement="Bottom"
PopupAnimation="{DynamicResource {x:Static SystemParameters.ComboBoxPopupAnimationKey}}"
x:Name="PART_Popup">
<Border CornerRadius="5"
x:Name="DropDownBorder"
MaxHeight="{TemplateBinding MaxDropDownHeight}"
MinWidth="{TemplateBinding ActualWidth}"
Background="#FF7E7E7E"
BorderThickness="1">
<ScrollViewer
Foreground="#FFFFFFFF">
<ItemsPresenter
SnapsToDevicePixels="{TemplateBinding SnapsToDevicePixels}"
KeyboardNavigation.DirectionalNavigation="Contained"
TextBlock.Foreground="White"
VerticalAlignment="Stretch" />
</ScrollViewer>
</Border>
</Popup>
</Grid>
<ControlTemplate.Triggers>
<Trigger Property="IsFocused" Value="True">
<Setter Property="BorderBrush" TargetName="Bd" Value="#FFFFFFFF"/>
</Trigger>
<Trigger Property="IsMouseOver" Value="True">
<Setter Property="BorderBrush" TargetName="Bd" Value="#FFD2ECCF"/>
</Trigger>
<MultiTrigger>
<MultiTrigger.Conditions>
<Condition
Property="IsSelectionBoxHighlighted"
Value="true" />
<Condition
Property="IsDropDownOpen"
Value="false" />
</MultiTrigger.Conditions>
<Setter
Property="Foreground"
Value="white" />
<Setter
Property="BorderBrush"
Value="{x:Null}" />
</MultiTrigger>
<Trigger
Property="IsSelectionBoxHighlighted"
Value="true">
<Setter
Property="Background"
TargetName="SelectedItemBorder"
Value="Transparent" />
</Trigger>
<Trigger
Property="HasDropShadow"
SourceName="PART_Popup"
Value="true">
<!-- <Setter Property="Margin" TargetName="Shdw" Value="0,0,5,5"/>
<Setter Property="Color" TargetName="Shdw" Value="#71000000"/>-->
</Trigger>
<Trigger
Property="HasItems"
Value="false">
<Setter
Property="MinHeight"
TargetName="DropDownBorder"
Value="95" />
</Trigger>
<Trigger
Property="IsEnabled"
Value="false">
<Setter
Property="Foreground"
Value="{DynamicResource {x:Static SystemColors.GrayTextBrushKey}}" />
<Setter
Property="Background"
TargetName="Bd"
Value="{DynamicResource {x:Static SystemColors.ControlBrushKey}}" />
</Trigger>
<Trigger
Property="IsGrouping"
Value="true">
<Setter
Property="ScrollViewer.CanContentScroll"
Value="false" />
</Trigger>
</ControlTemplate.Triggers>
</ControlTemplate>
</Setter.Value>
</Setter>