diff --git a/dumpling/export/dump.go b/dumpling/export/dump.go
index 42f796996e660..1310c37ffa314 100644
--- a/dumpling/export/dump.go
+++ b/dumpling/export/dump.go
@@ -512,7 +512,6 @@ func adjustTableCollation(tctx *tcontext.Context, collationCompatible string, pa
 	}
 
 	if collation == "" && charset != "" {
-		// get db collation
 		collation, ok := charsetAndDefaultCollationMap[strings.ToLower(charset)]
 		if !ok {
 			tctx.L().Warn("not found table charset default collation.", zap.String("originSQL", originSQL), zap.String("charset", strings.ToLower(charset)))
@@ -541,11 +540,12 @@ func adjustTableCollation(tctx *tcontext.Context, collationCompatible string, pa
 
 // adjustColumnsCollation adds column's collation.
 func adjustColumnsCollation(tctx *tcontext.Context, createStmt *ast.CreateTableStmt, charsetAndDefaultCollationMap map[string]string) {
+ColumnLoop:
 	for _, col := range createStmt.Cols {
 		for _, options := range col.Options {
 			// already have 'Collation'
 			if options.Tp == ast.ColumnOptionCollate {
-				continue
+				continue ColumnLoop
 			}
 		}
 		fieldType := col.Tp
diff --git a/dumpling/export/dump_test.go b/dumpling/export/dump_test.go
index 51e522bf4824b..1f18e9e8aa19c 100644
--- a/dumpling/export/dump_test.go
+++ b/dumpling/export/dump_test.go
@@ -178,6 +178,7 @@ func TestAdjustTableCollation(t *testing.T) {
 		"create table `test`.`t1` (id int, name varchar(20), work varchar(20)) CHARSET=utf8mb4",
 		"create table `test`.`t1` (id int, name varchar(20) COLLATE utf8mb4_general_ci, work varchar(20)) CHARSET=utf8mb4",
 		"create table `test`.`t1` (id int, name varchar(20) COLLATE utf8mb4_general_ci, work varchar(20) CHARACTER SET utf8mb4) CHARSET=utf8mb4",
+		"create table `test`.`t1` (name varchar(20) CHARACTER SET utf8mb4 COLLATE utf8mb4_bin) CHARSET=latin1 COLLATE=latin1_bin",
 	}
 
 	expectedSQLs := []string{
@@ -191,6 +192,7 @@ func TestAdjustTableCollation(t *testing.T) {
 		"CREATE TABLE `test`.`t1` (`id` INT,`name` VARCHAR(20),`work` VARCHAR(20)) DEFAULT CHARACTER SET = UTF8MB4 DEFAULT COLLATE = UTF8MB4_GENERAL_CI",
 		"CREATE TABLE `test`.`t1` (`id` INT,`name` VARCHAR(20) COLLATE utf8mb4_general_ci,`work` VARCHAR(20)) DEFAULT CHARACTER SET = UTF8MB4 DEFAULT COLLATE = UTF8MB4_GENERAL_CI",
 		"CREATE TABLE `test`.`t1` (`id` INT,`name` VARCHAR(20) COLLATE utf8mb4_general_ci,`work` VARCHAR(20) CHARACTER SET UTF8MB4 COLLATE utf8mb4_general_ci) DEFAULT CHARACTER SET = UTF8MB4 DEFAULT COLLATE = UTF8MB4_GENERAL_CI",
+		"CREATE TABLE `test`.`t1` (`name` VARCHAR(20) CHARACTER SET UTF8MB4 COLLATE utf8mb4_bin) DEFAULT CHARACTER SET = LATIN1 DEFAULT COLLATE = LATIN1_BIN",
 	}
 
 	charsetAndDefaultCollationMap := map[string]string{"utf8mb4": "utf8mb4_general_ci"}