diff --git a/pkg/scheduler/framework/runtime/framework.go b/pkg/scheduler/framework/runtime/framework.go
index d0c4c2150cf..ed5579453be 100644
--- a/pkg/scheduler/framework/runtime/framework.go
+++ b/pkg/scheduler/framework/runtime/framework.go
@@ -1263,25 +1263,26 @@ func (f *frameworkImpl) SharedInformerFactory() informers.SharedInformerFactory
 	return f.informerFactory
 }
 
-func (f *frameworkImpl) pluginsNeeded(plugins *config.Plugins) map[string]config.Plugin {
-	pgMap := make(map[string]config.Plugin)
+func (f *frameworkImpl) pluginsNeeded(plugins *config.Plugins) sets.String {
+	pgSet := sets.String{}
 
 	if plugins == nil {
-		return pgMap
+		return pgSet
 	}
 
 	find := func(pgs *config.PluginSet) {
 		for _, pg := range pgs.Enabled {
-			pgMap[pg.Name] = pg
+			pgSet.Insert(pg.Name)
 		}
 	}
+
 	for _, e := range f.getExtensionPoints(plugins) {
 		find(e.plugins)
 	}
-
 	// Parse MultiPoint separately since they are not returned by f.getExtensionPoints()
 	find(&plugins.MultiPoint)
-	return pgMap
+
+	return pgSet
 }
 
 // ProfileName returns the profile name associated to this framework.
diff --git a/pkg/scheduler/framework/runtime/framework_test.go b/pkg/scheduler/framework/runtime/framework_test.go
index 3ec5e7121d2..dd3e3601ba2 100644
--- a/pkg/scheduler/framework/runtime/framework_test.go
+++ b/pkg/scheduler/framework/runtime/framework_test.go
@@ -338,6 +338,8 @@ var registry = func() Registry {
 	r.Register(pluginNotImplementingScore, newPluginNotImplementingScore)
 	r.Register(duplicatePluginName, newDuplicatePlugin)
 	r.Register(testPlugin, newTestPlugin)
+	r.Register(queueSortPlugin, newQueueSortPlugin)
+	r.Register(bindPlugin, newBindPlugin)
 	return r
 }()
 
@@ -757,12 +759,19 @@ func TestNewFrameworkMultiPointExpansion(t *testing.T) {
 	for _, tc := range tests {
 		t.Run(tc.name, func(t *testing.T) {
 			fw, err := NewFramework(registry, &config.KubeSchedulerProfile{Plugins: tc.plugins})
-			if (err != nil && tc.wantErr == "") || (err == nil && tc.wantErr != "") || (err != nil && !strings.Contains(err.Error(), tc.wantErr)) {
-				t.Errorf("Unexpected error, got %v, expect: %s", err, tc.wantErr)
+			if err != nil {
+				if tc.wantErr == "" || !strings.Contains(err.Error(), tc.wantErr) {
+					t.Fatalf("Unexpected error, got %v, expect: %s", err, tc.wantErr)
+				}
+			} else {
+				if tc.wantErr != "" {
+					t.Fatalf("Unexpected error, got %v, expect: %s", err, tc.wantErr)
+				}
 			}
+
 			if tc.wantErr == "" {
 				if diff := cmp.Diff(tc.wantPlugins, fw.ListPlugins()); diff != "" {
-					t.Errorf("Unexpected eventToPlugin map (-want,+got):%s", diff)
+					t.Fatalf("Unexpected eventToPlugin map (-want,+got):%s", diff)
 				}
 			}
 		})
@@ -1083,6 +1092,33 @@ func TestRunScorePlugins(t *testing.T) {
 			},
 			err: true,
 		},
+		{
+			name: "single Score plugin with MultiPointExpansion",
+			plugins: &config.Plugins{
+				MultiPoint: config.PluginSet{
+					Enabled: []config.Plugin{
+						{Name: scorePlugin1},
+					},
+				},
+				Score: config.PluginSet{
+					Enabled: []config.Plugin{
+						{Name: scorePlugin1, Weight: 3},
+					},
+				},
+			},
+			pluginConfigs: []config.PluginConfig{
+				{
+					Name: scorePlugin1,
+					Args: &runtime.Unknown{
+						Raw: []byte(`{ "scoreRes": 1 }`),
+					},
+				},
+			},
+			// scorePlugin1 Score returns 1, weight=3, so want=3.
+			want: framework.PluginToNodeScores{
+				scorePlugin1: {{Name: "node1", Score: 3}, {Name: "node2", Score: 3}},
+			},
+		},
 	}
 
 	for _, tt := range tests {
@@ -1110,7 +1146,7 @@ func TestRunScorePlugins(t *testing.T) {
 				t.Errorf("Expected status to be success.")
 			}
 			if !reflect.DeepEqual(res, tt.want) {
-				t.Errorf("Score map after RunScorePlugin: %+v, want: %+v.", res, tt.want)
+				t.Errorf("Score map after RunScorePlugin. got: %+v, want: %+v.", res, tt.want)
 			}
 		})
 	}