diff --git a/changelogs/unreleased/4101-ywk253100 b/changelogs/unreleased/4101-ywk253100
new file mode 100644
index 000000000..747db01ca
--- /dev/null
+++ b/changelogs/unreleased/4101-ywk253100
@@ -0,0 +1 @@
+Empty the "ClusterIPs" along with "ClusterIP" when "ClusterIP" isn't "None"
\ No newline at end of file
diff --git a/pkg/restore/service_action.go b/pkg/restore/service_action.go
index 01082c7a1..0b22cf095 100644
--- a/pkg/restore/service_action.go
+++ b/pkg/restore/service_action.go
@@ -55,6 +55,7 @@ func (a *ServiceAction) Execute(input *velero.RestoreItemActionExecuteInput) (*v
 
 	if service.Spec.ClusterIP != "None" {
 		service.Spec.ClusterIP = ""
+		service.Spec.ClusterIPs = nil
 	}
 
 	/* Do not delete NodePorts if restore triggered with "--preserve-nodeports" flag */
diff --git a/pkg/restore/service_action_test.go b/pkg/restore/service_action_test.go
index 54e616a9a..59fef00a1 100644
--- a/pkg/restore/service_action_test.go
+++ b/pkg/restore/service_action_test.go
@@ -73,13 +73,14 @@ func TestServiceActionExecute(t *testing.T) {
 		expectedRes corev1api.Service
 	}{
 		{
-			name: "clusterIP (only) should be deleted from spec",
+			name: "clusterIP/clusterIPs should be deleted from spec",
 			obj: corev1api.Service{
 				ObjectMeta: metav1.ObjectMeta{
 					Name: "svc-1",
 				},
 				Spec: corev1api.ServiceSpec{
 					ClusterIP:      "should-be-removed",
+					ClusterIPs:     []string{"should-be-removed"},
 					LoadBalancerIP: "should-be-kept",
 				},
 			},