diff --git a/ddl/ddl_tiflash_test.go b/ddl/ddl_tiflash_test.go
index 32a08ec656e69..b1a05cc73af3a 100644
--- a/ddl/ddl_tiflash_test.go
+++ b/ddl/ddl_tiflash_test.go
@@ -45,6 +45,7 @@ import (
 	"github.com/pingcap/tidb/util/logutil"
 	"github.com/stretchr/testify/require"
 	"github.com/tikv/client-go/v2/testutils"
+	"go.etcd.io/etcd/tests/v3/integration"
 	"go.uber.org/zap"
 )
 
@@ -948,6 +949,54 @@ func TestTiFlashBatchUnsupported(t *testing.T) {
 	tk.MustGetErrCode("alter database information_schema set tiflash replica 1", 8200)
 }
 
+func TestTiFlashProgress(t *testing.T) {
+	s, teardown := createTiFlashContext(t)
+	s.tiflash.NotAvailable = true
+	defer teardown()
+	tk := testkit.NewTestKit(t, s.store)
+
+	integration.BeforeTest(t, integration.WithoutGoLeakDetection())
+	cluster := integration.NewClusterV3(t, &integration.ClusterConfig{Size: 1})
+	defer cluster.Terminate(t)
+
+	save := infosync.GetEtcdClient()
+	defer infosync.SetEtcdClient(save)
+	infosync.SetEtcdClient(cluster.Client(0))
+	tk.MustExec("create database tiflash_d")
+	tk.MustExec("create table tiflash_d.t(z int)")
+	tk.MustExec("alter table tiflash_d.t set tiflash replica 1")
+	tb, err := s.dom.InfoSchema().TableByName(model.NewCIStr("tiflash_d"), model.NewCIStr("t"))
+	require.NoError(t, err)
+	require.NotNil(t, tb)
+	mustExist := func(tid int64) {
+		pm, err := infosync.GetTiFlashTableSyncProgress(context.TODO())
+		require.NoError(t, err)
+		_, ok := pm[tb.Meta().ID]
+		require.True(t, ok)
+	}
+	mustAbsent := func(tid int64) {
+		pm, err := infosync.GetTiFlashTableSyncProgress(context.TODO())
+		require.NoError(t, err)
+		_, ok := pm[tb.Meta().ID]
+		require.False(t, ok)
+	}
+	_ = infosync.UpdateTiFlashTableSyncProgress(context.TODO(), tb.Meta().ID, 5.0)
+	mustExist(tb.Meta().ID)
+	_ = infosync.DeleteTiFlashTableSyncProgress(tb.Meta().ID)
+	mustAbsent(tb.Meta().ID)
+
+	_ = infosync.UpdateTiFlashTableSyncProgress(context.TODO(), tb.Meta().ID, 5.0)
+	tk.MustExec("truncate table tiflash_d.t")
+	mustAbsent(tb.Meta().ID)
+
+	tb, _ = s.dom.InfoSchema().TableByName(model.NewCIStr("tiflash_d"), model.NewCIStr("t"))
+	_ = infosync.UpdateTiFlashTableSyncProgress(context.TODO(), tb.Meta().ID, 5.0)
+	tk.MustExec("drop table tiflash_d.t")
+	mustAbsent(tb.Meta().ID)
+
+	time.Sleep(100 * time.Millisecond)
+}
+
 func TestTiFlashGroupIndexWhenStartup(t *testing.T) {
 	s, teardown := createTiFlashContext(t)
 	defer teardown()
diff --git a/ddl/table.go b/ddl/table.go
index 6293dd6be72e3..df8976d62f8b3 100644
--- a/ddl/table.go
+++ b/ddl/table.go
@@ -319,6 +319,12 @@ func onDropTableOrView(d *ddlCtx, t *meta.Meta, job *model.Job) (ver int64, _ er
 				return ver, errors.Trace(err)
 			}
 		}
+		if tblInfo.TiFlashReplica != nil {
+			e := infosync.DeleteTiFlashTableSyncProgress(tblInfo.ID)
+			if e != nil {
+				logutil.BgLogger().Error("DeleteTiFlashTableSyncProgress fails", zap.Error(e))
+			}
+		}
 		// Placement rules cannot be removed immediately after drop table / truncate table, because the
 		// tables can be flashed back or recovered, therefore it moved to doGCPlacementRules in gc_worker.go.
 
@@ -685,6 +691,10 @@ func onTruncateTable(d *ddlCtx, t *meta.Meta, job *model.Job) (ver int64, _ erro
 
 	// Clear the TiFlash replica available status.
 	if tblInfo.TiFlashReplica != nil {
+		e := infosync.DeleteTiFlashTableSyncProgress(tblInfo.ID)
+		if e != nil {
+			logutil.BgLogger().Error("DeleteTiFlashTableSyncProgress fails", zap.Error(e))
+		}
 		// Set PD rules for TiFlash
 		if pi := tblInfo.GetPartitionInfo(); pi != nil {
 			if e := infosync.ConfigureTiFlashPDForPartitions(true, &pi.Definitions, tblInfo.TiFlashReplica.Count, &tblInfo.TiFlashReplica.LocationLabels, tblInfo.ID); e != nil {
diff --git a/domain/infosync/info.go b/domain/infosync/info.go
index 921d4669e6884..e236524d404bc 100644
--- a/domain/infosync/info.go
+++ b/domain/infosync/info.go
@@ -1114,3 +1114,23 @@ func DeleteInternalSession(se interface{}) {
 	}
 	sm.DeleteInternalSession(se)
 }
+
+// SetEtcdClient is only used for test.
+func SetEtcdClient(etcdCli *clientv3.Client) {
+	is, err := getGlobalInfoSyncer()
+
+	if err != nil {
+		return
+	}
+	is.etcdCli = etcdCli
+}
+
+// GetEtcdClient is only used for test.
+func GetEtcdClient() *clientv3.Client {
+	is, err := getGlobalInfoSyncer()
+
+	if err != nil {
+		return nil
+	}
+	return is.etcdCli
+}
diff --git a/domain/infosync/tiflash_manager.go b/domain/infosync/tiflash_manager.go
index 62e154092bcc0..84a2345c0d572 100644
--- a/domain/infosync/tiflash_manager.go
+++ b/domain/infosync/tiflash_manager.go
@@ -313,6 +313,7 @@ type MockTiFlash struct {
 	PdEnabled                   bool
 	TiflashDelay                time.Duration
 	StartTime                   time.Time
+	NotAvailable                bool
 }
 
 func (tiflash *MockTiFlash) setUpMockTiFlashHTTPServer() {
@@ -335,6 +336,10 @@ func (tiflash *MockTiFlash) setUpMockTiFlashHTTPServer() {
 			return
 		}
 		table, ok := tiflash.SyncStatus[tableID]
+		if tiflash.NotAvailable {
+			// No region is available, so the table is not available.
+			table.Regions = []int{}
+		}
 		if !ok {
 			w.WriteHeader(http.StatusOK)
 			_, _ = w.Write([]byte("0\n\n"))
@@ -364,6 +369,7 @@ func NewMockTiFlash() *MockTiFlash {
 		PdEnabled:                   true,
 		TiflashDelay:                0,
 		StartTime:                   time.Now(),
+		NotAvailable:                false,
 	}
 	tiflash.setUpMockTiFlashHTTPServer()
 	return tiflash