diff --git a/pkg/planner/core/memtable_infoschema_extractor.go b/pkg/planner/core/memtable_infoschema_extractor.go
index bbca7d4330..5339a3f8a3 100644
--- a/pkg/planner/core/memtable_infoschema_extractor.go
+++ b/pkg/planner/core/memtable_infoschema_extractor.go
@@ -324,6 +324,9 @@ func findNameAndAppendToTableMap(
 			return errors.Trace(err)
 		}
 		tblInfo := tbl.Meta()
+		if tblInfo.TempTableType != model.TempTableNone {
+			continue
+		}
 		tables[tblInfo.ID] = tblInfo
 	}
 	return nil
@@ -345,12 +348,15 @@ func findTablesByID(
 		if !ok {
 			continue
 		}
+		tblInfo := tbl.Meta()
+		if tblInfo.TempTableType != model.TempTableNone {
+			continue
+		}
 		if len(tableNames) > 0 {
-			if _, ok := tblNameMap[tbl.Meta().Name.L]; ok {
+			if _, ok := tblNameMap[tblInfo.Name.L]; ok {
 				continue
 			}
 		}
-		tblInfo := tbl.Meta()
 		tables[tblInfo.ID] = tblInfo
 	}
 }
@@ -402,6 +408,9 @@ func findTableAndSchemaByName(
 				return nil, nil, errors.Trace(err)
 			}
 			tblInfo := tbl.Meta()
+			if tblInfo.TempTableType != model.TempTableNone {
+				continue
+			}
 			tableMap[tblInfo.ID] = schemaAndTable{s, tblInfo}
 		}
 	}
diff --git a/tests/integrationtest/r/infoschema/infoschema.result b/tests/integrationtest/r/infoschema/infoschema.result
index 53db038978..f9a0b46809 100644
--- a/tests/integrationtest/r/infoschema/infoschema.result
+++ b/tests/integrationtest/r/infoschema/infoschema.result
@@ -67,6 +67,7 @@ SELECT count(*) FROM information_schema.TABLES WHERE (TABLE_NAME = 't1' or TABLE
 count(*)
 2
 drop table mysql.t1, mysql.t2, mysql.t3;
+drop table test.t1;
 create table infoschema__infoschema.t4(a int, INDEX i1 (a));
 create table infoschema__infoschema.t5(a int, INDEX i1 (a));
 insert into infoschema__infoschema.t4 values(1);
@@ -177,12 +178,12 @@ select TABLE_SCHEMA, TABLE_NAME, COLUMN_NAME from information_schema.statistics
 TABLE_SCHEMA	TABLE_NAME	COLUMN_NAME
 infoschema__infoschema	t1	a
 infoschema__infoschema	t1	b
-test	t1	c1
-test	t1	c2
 select TABLE_SCHEMA, TABLE_NAME, COLUMN_NAME from information_schema.statistics where table_name = 't2' and table_schema = 'infoschema__infoschema_2';
 TABLE_SCHEMA	TABLE_NAME	COLUMN_NAME
 infoschema__infoschema_2	t2	a
 infoschema__infoschema_2	t2	b
+drop table infoschema__infoschema.t1;
+drop table infoschema__infoschema_2.t2;
 use infoschema__infoschema;
 select SCHEMA_NAME from information_schema.schemata where schema_name = 'infoschema__infoschema_2';
 SCHEMA_NAME
@@ -203,3 +204,14 @@ def	db1	PRIMARY	def	db1	table1	id	1	1	NULL	NULL	NULL
 def	db1	fk	def	db1	table2	id	1	1	db1	table1	id
 drop database db1;
 drop database db2;
+create temporary table temp_table (a int, index idx(a));
+select count(1) from information_schema.tables where table_schema = 'infoschema__infoschema';
+count(1)
+0
+select count(1) from information_schema.tables where table_name = 'temp_table';
+count(1)
+0
+select count(1) from information_schema.statistics where table_name = 'temp_table';
+count(1)
+0
+drop table temp_table;
diff --git a/tests/integrationtest/t/infoschema/infoschema.test b/tests/integrationtest/t/infoschema/infoschema.test
index 97e2be5022..fc7efaa835 100644
--- a/tests/integrationtest/t/infoschema/infoschema.test
+++ b/tests/integrationtest/t/infoschema/infoschema.test
@@ -33,6 +33,7 @@ desc format='brief' SELECT count(*) FROM information_schema.TABLES WHERE TABLE_S
 SELECT count(*) FROM information_schema.TABLES WHERE TABLE_NAME in ('t1', 't2') and TABLE_SCHEMA = 'mysql';
 SELECT count(*) FROM information_schema.TABLES WHERE (TABLE_NAME = 't1' or TABLE_NAME = 't2') and TABLE_SCHEMA = 'mysql';
 drop table mysql.t1, mysql.t2, mysql.t3;
+drop table test.t1;
 
 # TestTablesColumn
 create table infoschema__infoschema.t4(a int, INDEX i1 (a));
@@ -89,6 +90,8 @@ select TABLE_SCHEMA, TABLE_NAME, COLUMN_NAME from information_schema.statistics
 select TABLE_SCHEMA, TABLE_NAME, COLUMN_NAME from information_schema.statistics where table_name = 't1';
 --sorted_result
 select TABLE_SCHEMA, TABLE_NAME, COLUMN_NAME from information_schema.statistics where table_name = 't2' and table_schema = 'infoschema__infoschema_2';
+drop table infoschema__infoschema.t1;
+drop table infoschema__infoschema_2.t2;
 
 # TestSchemataColumns
 use infoschema__infoschema;
@@ -106,3 +109,10 @@ create table db2.table2(id int not null, FOREIGN KEY fk(id) REFERENCES table1(id
 select * from INFORMATION_SCHEMA.KEY_COLUMN_USAGE where table_schema = 'db1' order by TABLE_NAME;
 drop database db1;
 drop database db2;
+
+# TestTemporaryTableShouldNotAppear
+create temporary table temp_table (a int, index idx(a));
+select count(1) from information_schema.tables where table_schema = 'infoschema__infoschema';
+select count(1) from information_schema.tables where table_name = 'temp_table';
+select count(1) from information_schema.statistics where table_name = 'temp_table';
+drop table temp_table;