diff --git a/pkg/metrics/resource.go b/pkg/metrics/resource.go
index 71e96d8715ec..3555f019492d 100644
--- a/pkg/metrics/resource.go
+++ b/pkg/metrics/resource.go
@@ -22,24 +22,24 @@ const (
 var (
 	findMatchedPolicyDurationHistogram = prometheus.NewHistogramVec(prometheus.HistogramOpts{
 		Name:    resourceMatchPolicyDurationMetricsName,
-		Help:    "Duration in seconds to find a matched propagation policy for the resource template.",
+		Help:    "Duration in seconds to find a matched PropagationPolicy or ClusterPropagationPolicy for the resource templates.",
 		Buckets: prometheus.ExponentialBuckets(0.001, 2, 12),
 	}, []string{})
 
 	applyPolicyDurationHistogram = prometheus.NewHistogramVec(prometheus.HistogramOpts{
 		Name:    resourceApplyPolicyDurationMetricsName,
-		Help:    "Duration in seconds to apply a propagation policy for the resource template. By the result, 'error' means a resource template failed to apply the policy. Otherwise 'success'.",
+		Help:    "Duration in seconds to apply a PropagationPolicy or ClusterPropagationPolicy for the resource templates. By the result, 'error' means a resource template failed to apply the policy. Otherwise 'success'.",
 		Buckets: prometheus.ExponentialBuckets(0.001, 2, 12),
 	}, []string{"result"})
 
 	policyApplyAttempts = prometheus.NewCounterVec(prometheus.CounterOpts{
 		Name: policyApplyAttemptsMetricsName,
-		Help: "Number of attempts to be applied for a propagation policy. By the result, 'error' means a resource template failed to apply the policy. Otherwise 'success'.",
+		Help: "Number of attempts to be applied for a PropagationPolicy or ClusterPropagationPolicy. By the result, 'error' means a resource template failed to apply the policy. Otherwise 'success'.",
 	}, []string{"result"})
 
 	syncWorkDurationHistogram = prometheus.NewHistogramVec(prometheus.HistogramOpts{
 		Name:    syncWorkDurationMetricsName,
-		Help:    "Duration in seconds to sync works for a binding object. By the result, 'error' means a binding failed to sync works. Otherwise 'success'.",
+		Help:    "Duration in seconds to sync works for ResourceBinding and ClusterResourceBinding objects. By the result, 'error' means a binding failed to sync works. Otherwise 'success'.",
 		Buckets: prometheus.ExponentialBuckets(0.001, 2, 12),
 	}, []string{"result"})
 
diff --git a/pkg/scheduler/metrics/metrics.go b/pkg/scheduler/metrics/metrics.go
index 0636ddf86a4b..b5ff048fdc74 100644
--- a/pkg/scheduler/metrics/metrics.go
+++ b/pkg/scheduler/metrics/metrics.go
@@ -46,7 +46,7 @@ var (
 		prometheus.CounterOpts{
 			Subsystem: SchedulerSubsystem,
 			Name:      "schedule_attempts_total",
-			Help:      "Number of attempts to schedule resourceBinding",
+			Help:      "Number of attempts to schedule a ResourceBinding or ClusterResourceBinding",
 		}, []string{"result", "schedule_type"})
 
 	e2eSchedulingLatency = prometheus.NewHistogramVec(
@@ -65,12 +65,12 @@ var (
 			Buckets:   prometheus.ExponentialBuckets(0.001, 2, 15),
 		}, []string{"schedule_step"})
 
-	// SchedulerQueueIncomingBindings is the number of bindings added to scheduling queues by event type.
+	// SchedulerQueueIncomingBindings is the Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 	SchedulerQueueIncomingBindings = prometheus.NewCounterVec(
 		prometheus.CounterOpts{
 			Subsystem: SchedulerSubsystem,
 			Name:      "queue_incoming_bindings_total",
-			Help:      "Number of bindings added to scheduling queues by event type.",
+			Help:      "Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.",
 		}, []string{"event"})
 
 	// FrameworkExtensionPointDuration is the metrics which indicates the latency for running all plugins of a specific extension point.
diff --git a/pkg/scheduler/scheduler_metrics_test.go b/pkg/scheduler/scheduler_metrics_test.go
index fe2cfd145827..6a92b8bec001 100644
--- a/pkg/scheduler/scheduler_metrics_test.go
+++ b/pkg/scheduler/scheduler_metrics_test.go
@@ -100,7 +100,7 @@ func TestIncomingBindingMetrics(t *testing.T) {
 			crbInvolved: false,
 			trigger:     addBinding,
 			want: `
-			# HELP karmada_scheduler_queue_incoming_bindings_total Number of bindings added to scheduling queues by event type.
+			# HELP karmada_scheduler_queue_incoming_bindings_total Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 			# TYPE karmada_scheduler_queue_incoming_bindings_total counter
 			karmada_scheduler_queue_incoming_bindings_total{event="BindingAdd"} 3
 `,
@@ -110,7 +110,7 @@ func TestIncomingBindingMetrics(t *testing.T) {
 			crbInvolved: false,
 			trigger:     updateBinding,
 			want: `
-			# HELP karmada_scheduler_queue_incoming_bindings_total Number of bindings added to scheduling queues by event type.
+			# HELP karmada_scheduler_queue_incoming_bindings_total Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 			# TYPE karmada_scheduler_queue_incoming_bindings_total counter
 			karmada_scheduler_queue_incoming_bindings_total{event="BindingUpdate"} 3
 `,
@@ -120,7 +120,7 @@ func TestIncomingBindingMetrics(t *testing.T) {
 			crbInvolved: false,
 			trigger:     policyChanged,
 			want: `
-			# HELP karmada_scheduler_queue_incoming_bindings_total Number of bindings added to scheduling queues by event type.
+			# HELP karmada_scheduler_queue_incoming_bindings_total Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 			# TYPE karmada_scheduler_queue_incoming_bindings_total counter
 			karmada_scheduler_queue_incoming_bindings_total{event="PolicyChanged"} 3
 `,
@@ -130,7 +130,7 @@ func TestIncomingBindingMetrics(t *testing.T) {
 			crbInvolved: true,
 			trigger:     crbPolicyChanged,
 			want: `
-			# HELP karmada_scheduler_queue_incoming_bindings_total Number of bindings added to scheduling queues by event type.
+			# HELP karmada_scheduler_queue_incoming_bindings_total Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 			# TYPE karmada_scheduler_queue_incoming_bindings_total counter
 			karmada_scheduler_queue_incoming_bindings_total{event="PolicyChanged"} 3
 `,
@@ -140,7 +140,7 @@ func TestIncomingBindingMetrics(t *testing.T) {
 			crbInvolved: false,
 			trigger:     clusterChanged,
 			want: `
-			# HELP karmada_scheduler_queue_incoming_bindings_total Number of bindings added to scheduling queues by event type.
+			# HELP karmada_scheduler_queue_incoming_bindings_total Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 			# TYPE karmada_scheduler_queue_incoming_bindings_total counter
 			karmada_scheduler_queue_incoming_bindings_total{event="ClusterChanged"} 3
 `,
@@ -150,7 +150,7 @@ func TestIncomingBindingMetrics(t *testing.T) {
 			crbInvolved: true,
 			trigger:     crbClusterChanged,
 			want: `
-			# HELP karmada_scheduler_queue_incoming_bindings_total Number of bindings added to scheduling queues by event type.
+			# HELP karmada_scheduler_queue_incoming_bindings_total Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 			# TYPE karmada_scheduler_queue_incoming_bindings_total counter
 			karmada_scheduler_queue_incoming_bindings_total{event="ClusterChanged"} 3
 `,
@@ -166,7 +166,7 @@ func TestIncomingBindingMetrics(t *testing.T) {
 			crbInvolved: false,
 			trigger:     scheduleAttemptFailure,
 			want: `
-			# HELP karmada_scheduler_queue_incoming_bindings_total Number of bindings added to scheduling queues by event type.
+			# HELP karmada_scheduler_queue_incoming_bindings_total Number of ResourceBinding and ClusterResourceBinding objects added to scheduling queues by event type.
 			# TYPE karmada_scheduler_queue_incoming_bindings_total counter
 			karmada_scheduler_queue_incoming_bindings_total{event="ScheduleAttemptFailure"} 3
 `,