diff --git a/cdc/entry/mounter_test.go b/cdc/entry/mounter_test.go
index 464830f0340..1f4e02213e6 100644
--- a/cdc/entry/mounter_test.go
+++ b/cdc/entry/mounter_test.go
@@ -1679,13 +1679,13 @@ func TestNewDMRowChange(t *testing.T) {
 		cdcTableInfo := model.WrapTableInfo(0, "test", 0, originTI)
 		cols := []*model.Column{
 			{
-				Name: "id", Type: 3, Charset: "binary", Flag: 65, Value: 1, Default: nil,
+				Name: "id", Type: 3, Charset: "binary", Flag: 65, Value: 1,
 			},
 			{
-				Name: "a1", Type: 3, Charset: "binary", Flag: 51, Value: 1, Default: nil,
+				Name: "a1", Type: 3, Charset: "binary", Flag: 51, Value: 1,
 			},
 			{
-				Name: "a3", Type: 3, Charset: "binary", Flag: 51, Value: 2, Default: nil,
+				Name: "a3", Type: 3, Charset: "binary", Flag: 51, Value: 2,
 			},
 		}
 		recoveredTI := model.BuildTiDBTableInfo(cdcTableInfo.TableName.Table, cols, cdcTableInfo.IndexColumnsOffset)
diff --git a/cdc/model/schema_storage.go b/cdc/model/schema_storage.go
index dbd718862fc..de8195fed7a 100644
--- a/cdc/model/schema_storage.go
+++ b/cdc/model/schema_storage.go
@@ -21,7 +21,6 @@ import (
 	"github.com/pingcap/tidb/pkg/parser/mysql"
 	"github.com/pingcap/tidb/pkg/parser/types"
 	"github.com/pingcap/tidb/pkg/table/tables"
-	datumTypes "github.com/pingcap/tidb/pkg/types"
 	"github.com/pingcap/tidb/pkg/util/rowcodec"
 	"go.uber.org/zap"
 )
@@ -501,13 +500,3 @@ func (ti *TableInfo) GetPrimaryKeyColumnNames() []string {
 	}
 	return result
 }
-
-// GetColumnDefaultValue returns the default definition of a column.
-func GetColumnDefaultValue(col *model.ColumnInfo) interface{} {
-	defaultValue := col.GetDefaultValue()
-	if defaultValue == nil {
-		defaultValue = col.GetOriginDefaultValue()
-	}
-	defaultDatum := datumTypes.NewDatum(defaultValue)
-	return defaultDatum.GetValue()
-}
diff --git a/cdc/model/sink.go b/cdc/model/sink.go
index 50151d40e75..7c29a00c4e3 100644
--- a/cdc/model/sink.go
+++ b/cdc/model/sink.go
@@ -479,7 +479,7 @@ func columnData2Column(col *ColumnData, tableInfo *TableInfo) *Column {
 		Collation: colInfo.GetCollate(),
 		Flag:      tableInfo.ColumnsFlag[colID],
 		Value:     col.Value,
-		Default:   GetColumnDefaultValue(colInfo),
+		Default:   colInfo.GetDefaultValue(),
 	}
 }
 
diff --git a/pkg/sink/cloudstorage/table_definition.go b/pkg/sink/cloudstorage/table_definition.go
index 2efb7b5e3c9..d28c0be240e 100644
--- a/pkg/sink/cloudstorage/table_definition.go
+++ b/pkg/sink/cloudstorage/table_definition.go
@@ -76,7 +76,7 @@ func (t *TableCol) FromTiColumnInfo(col *timodel.ColumnInfo, outputColumnID bool
 	if mysql.HasNotNullFlag(col.GetFlag()) {
 		t.Nullable = "false"
 	}
-	t.Default = model.GetColumnDefaultValue(col)
+	t.Default = col.GetDefaultValue()
 
 	switch col.GetType() {
 	case mysql.TypeTimestamp, mysql.TypeDatetime, mysql.TypeDuration:
diff --git a/pkg/sink/codec/simple/avro.go b/pkg/sink/codec/simple/avro.go
index 9ed492aba49..9f1c79c0342 100644
--- a/pkg/sink/codec/simple/avro.go
+++ b/pkg/sink/codec/simple/avro.go
@@ -112,7 +112,7 @@ func newTableSchemaMap(tableInfo *model.TableInfo) interface{} {
 			"nullable": !mysql.HasNotNullFlag(col.GetFlag()),
 			"default":  nil,
 		}
-		defaultValue := model.GetColumnDefaultValue(col)
+		defaultValue := col.GetDefaultValue()
 		if defaultValue != nil {
 			// according to TiDB source code, the default value is converted to string if not nil.
 			column["default"] = map[string]interface{}{
diff --git a/pkg/sink/codec/simple/encoder_test.go b/pkg/sink/codec/simple/encoder_test.go
index bd8eaa55086..efc0d7538e1 100644
--- a/pkg/sink/codec/simple/encoder_test.go
+++ b/pkg/sink/codec/simple/encoder_test.go
@@ -1423,7 +1423,7 @@ func TestEncodeLargeEventsNormal(t *testing.T) {
 
 			obtainedDefaultValues := make(map[string]interface{}, len(obtainedDDL.TableInfo.Columns))
 			for _, col := range obtainedDDL.TableInfo.Columns {
-				obtainedDefaultValues[col.Name.O] = model.GetColumnDefaultValue(col)
+				obtainedDefaultValues[col.Name.O] = col.GetDefaultValue()
 				switch col.GetType() {
 				case mysql.TypeFloat, mysql.TypeDouble:
 					require.Equal(t, 0, col.GetDecimal())
@@ -1431,7 +1431,7 @@ func TestEncodeLargeEventsNormal(t *testing.T) {
 				}
 			}
 			for _, col := range ddlEvent.TableInfo.Columns {
-				expected := model.GetColumnDefaultValue(col)
+				expected := col.GetDefaultValue()
 				obtained := obtainedDefaultValues[col.Name.O]
 				require.Equal(t, expected, obtained)
 			}
diff --git a/pkg/sink/codec/simple/message.go b/pkg/sink/codec/simple/message.go
index 1fa0ec2e174..0850567b7f6 100644
--- a/pkg/sink/codec/simple/message.go
+++ b/pkg/sink/codec/simple/message.go
@@ -143,7 +143,7 @@ func newColumnSchema(col *timodel.ColumnInfo) *columnSchema {
 		tp.Decimal = col.GetDecimal()
 	}
 
-	defaultValue := model.GetColumnDefaultValue(col)
+	defaultValue := col.GetDefaultValue()
 	if defaultValue != nil && col.GetType() == mysql.TypeBit {
 		defaultValue = common.MustBinaryLiteralToInt([]byte(defaultValue.(string)))
 	}