diff --git a/cmd/kube-scheduler/app/server_test.go b/cmd/kube-scheduler/app/server_test.go
index 6f3e15d0630..116dae85743 100644
--- a/cmd/kube-scheduler/app/server_test.go
+++ b/cmd/kube-scheduler/app/server_test.go
@@ -260,6 +260,7 @@ leaderElection:
 						{Name: "NodePorts"},
 					}
 					plugins.PreScore.Enabled = []config.Plugin{
+						{Name: "VolumeBinding"},
 						{Name: "NodeResourcesFit"},
 						{Name: "InterPodAffinity"},
 						{Name: "TaintToleration"},
diff --git a/pkg/scheduler/apis/config/testing/defaults/defaults.go b/pkg/scheduler/apis/config/testing/defaults/defaults.go
index d3d29011f68..34d4a51e814 100644
--- a/pkg/scheduler/apis/config/testing/defaults/defaults.go
+++ b/pkg/scheduler/apis/config/testing/defaults/defaults.go
@@ -107,6 +107,7 @@ var ExpandedPluginsV1 = &config.Plugins{
 			{Name: names.TaintToleration},
 			{Name: names.NodeAffinity},
 			{Name: names.NodeResourcesFit},
+			{Name: names.VolumeBinding},
 			{Name: names.PodTopologySpread},
 			{Name: names.InterPodAffinity},
 			{Name: names.NodeResourcesBalancedAllocation},
diff --git a/pkg/scheduler/framework/plugins/volumebinding/volume_binding.go b/pkg/scheduler/framework/plugins/volumebinding/volume_binding.go
index a8f3a596d17..050003351ae 100644
--- a/pkg/scheduler/framework/plugins/volumebinding/volume_binding.go
+++ b/pkg/scheduler/framework/plugins/volumebinding/volume_binding.go
@@ -53,6 +53,9 @@ type stateData struct {
 	// it's initialized in the PreFilter phase
 	podVolumesByNode map[string]*PodVolumes
 	podVolumeClaims  *PodVolumeClaims
+	// hasStaticBindings declares whether the pod contains one or more StaticBinding.
+	// If not, vloumeBinding will skip score extension point.
+	hasStaticBindings bool
 	sync.Mutex
 }
 
@@ -74,6 +77,7 @@ var _ framework.PreFilterPlugin = &VolumeBinding{}
 var _ framework.FilterPlugin = &VolumeBinding{}
 var _ framework.ReservePlugin = &VolumeBinding{}
 var _ framework.PreBindPlugin = &VolumeBinding{}
+var _ framework.PreScorePlugin = &VolumeBinding{}
 var _ framework.ScorePlugin = &VolumeBinding{}
 var _ framework.EnqueueExtensions = &VolumeBinding{}
 
@@ -258,10 +262,26 @@ func (pl *VolumeBinding) Filter(ctx context.Context, cs *framework.CycleState, p
 	// multiple goroutines call `Filter` on different nodes simultaneously and the `CycleState` may be duplicated, so we must use a local lock here
 	state.Lock()
 	state.podVolumesByNode[node.Name] = podVolumes
+	state.hasStaticBindings = state.hasStaticBindings || (podVolumes != nil && len(podVolumes.StaticBindings) > 0)
 	state.Unlock()
 	return nil
 }
 
+// PreScore invoked at the preScore extension point. It checks whether volumeBinding can skip Score
+func (pl *VolumeBinding) PreScore(ctx context.Context, cs *framework.CycleState, pod *v1.Pod, nodes []*v1.Node) *framework.Status {
+	if pl.scorer == nil {
+		return framework.NewStatus(framework.Skip)
+	}
+	state, err := getStateData(cs)
+	if err != nil {
+		return framework.AsStatus(err)
+	}
+	if state.hasStaticBindings {
+		return nil
+	}
+	return framework.NewStatus(framework.Skip)
+}
+
 // Score invoked at the score extension point.
 func (pl *VolumeBinding) Score(ctx context.Context, cs *framework.CycleState, pod *v1.Pod, nodeName string) (int64, *framework.Status) {
 	if pl.scorer == nil {
diff --git a/pkg/scheduler/framework/plugins/volumebinding/volume_binding_test.go b/pkg/scheduler/framework/plugins/volumebinding/volume_binding_test.go
index 96dc2096d28..ad2d67473ef 100644
--- a/pkg/scheduler/framework/plugins/volumebinding/volume_binding_test.go
+++ b/pkg/scheduler/framework/plugins/volumebinding/volume_binding_test.go
@@ -85,6 +85,7 @@ func TestVolumeBinding(t *testing.T) {
 		wantStateAfterPreFilter *stateData
 		wantFilterStatus        []*framework.Status
 		wantScores              []int64
+		wantPreScoreStatus      *framework.Status
 	}{
 		{
 			name: "pod has not pvcs",
@@ -96,9 +97,7 @@ func TestVolumeBinding(t *testing.T) {
 			wantFilterStatus: []*framework.Status{
 				nil,
 			},
-			wantScores: []int64{
-				0,
-			},
+			wantPreScoreStatus: framework.NewStatus(framework.Skip),
 		},
 		{
 			name: "all bound",
@@ -125,9 +124,7 @@ func TestVolumeBinding(t *testing.T) {
 			wantFilterStatus: []*framework.Status{
 				nil,
 			},
-			wantScores: []int64{
-				0,
-			},
+			wantPreScoreStatus: framework.NewStatus(framework.Skip),
 		},
 		{
 			name: "all bound with local volumes",
@@ -164,9 +161,7 @@ func TestVolumeBinding(t *testing.T) {
 			wantFilterStatus: []*framework.Status{
 				nil,
 			},
-			wantScores: []int64{
-				0,
-			},
+			wantPreScoreStatus: framework.NewStatus(framework.Skip),
 		},
 		{
 			name: "PVC does not exist",
@@ -239,9 +234,7 @@ func TestVolumeBinding(t *testing.T) {
 			wantFilterStatus: []*framework.Status{
 				framework.NewStatus(framework.UnschedulableAndUnresolvable, string(ErrReasonBindConflict)),
 			},
-			wantScores: []int64{
-				0,
-			},
+			wantPreScoreStatus: framework.NewStatus(framework.Skip),
 		},
 		{
 			name: "bound and unbound unsatisfied",
@@ -279,9 +272,7 @@ func TestVolumeBinding(t *testing.T) {
 			wantFilterStatus: []*framework.Status{
 				framework.NewStatus(framework.UnschedulableAndUnresolvable, string(ErrReasonNodeConflict), string(ErrReasonBindConflict)),
 			},
-			wantScores: []int64{
-				0,
-			},
+			wantPreScoreStatus: framework.NewStatus(framework.Skip),
 		},
 		{
 			name: "pvc not found",
@@ -320,9 +311,7 @@ func TestVolumeBinding(t *testing.T) {
 			wantFilterStatus: []*framework.Status{
 				framework.NewStatus(framework.UnschedulableAndUnresolvable, `node(s) unavailable due to one or more pvc(s) bound to non-existent pv(s)`),
 			},
-			wantScores: []int64{
-				0,
-			},
+			wantPreScoreStatus: framework.NewStatus(framework.Skip),
 		},
 		{
 			name: "pv not found claim lost",
@@ -878,6 +867,15 @@ func TestVolumeBinding(t *testing.T) {
 				assert.Equal(t, item.wantFilterStatus[i], gotStatus)
 			}
 
+			t.Logf("Verify: call PreScore and check status")
+			gotPreScoreStatus := p.PreScore(ctx, state, item.pod, item.nodes)
+			if diff := cmp.Diff(item.wantPreScoreStatus, gotPreScoreStatus); diff != "" {
+				t.Errorf("state got after prescore does not match (-want,+got):\n%s", diff)
+			}
+			if !gotPreScoreStatus.IsSuccess() {
+				return
+			}
+
 			t.Logf("Verify: Score")
 			for i, node := range item.nodes {
 				score, status := p.Score(ctx, state, item.pod, node.Name)