diff --git a/controllers/enforcer.go b/controllers/enforcer.go
index b9cfd3cc..40e985a7 100644
--- a/controllers/enforcer.go
+++ b/controllers/enforcer.go
@@ -135,8 +135,20 @@ func (c *ApiController) BatchEnforce() {
 	}
 
 	res := [][]bool{}
+	listPermissionIdMap := map[string][]string{}
+
 	for _, permission := range permissions {
-		enforceResult, err := object.BatchEnforce(permission.GetId(), &requests)
+		key := permission.Model + permission.Adapter
+		permissionIds, ok := listPermissionIdMap[key]
+		if !ok {
+			listPermissionIdMap[key] = []string{permission.GetId()}
+		} else {
+			listPermissionIdMap[key] = append(permissionIds, permission.GetId())
+		}
+	}
+
+	for _, permissionIds := range listPermissionIdMap {
+		enforceResult, err := object.BatchEnforce(permissionIds[0], &requests, permissionIds...)
 		if err != nil {
 			c.ResponseError(err.Error())
 			return
@@ -144,6 +156,7 @@ func (c *ApiController) BatchEnforce() {
 
 		res = append(res, enforceResult)
 	}
+
 	c.ResponseOk(res)
 }
 
diff --git a/object/permission_enforcer.go b/object/permission_enforcer.go
index 2ba6fceb..ca93ecc2 100644
--- a/object/permission_enforcer.go
+++ b/object/permission_enforcer.go
@@ -26,7 +26,7 @@ import (
 	xormadapter "github.com/casdoor/xorm-adapter/v3"
 )
 
-func getEnforcer(permission *Permission) *casbin.Enforcer {
+func getEnforcer(permission *Permission, permissionIDs ...string) *casbin.Enforcer {
 	tableName := "permission_rule"
 	if len(permission.Adapter) != 0 {
 		adapterObj, err := getCasbinAdapter(permission.Owner, permission.Adapter)
@@ -77,8 +77,13 @@ func getEnforcer(permission *Permission) *casbin.Enforcer {
 
 	enforcer.SetAdapter(adapter)
 
+	policyFilterV5 := []string{permission.GetId()}
+	if len(permissionIDs) != 0 {
+		policyFilterV5 = permissionIDs
+	}
+
 	policyFilter := xormadapter.Filter{
-		V5: []string{permission.GetId()},
+		V5: policyFilterV5,
 	}
 
 	if !HasRoleDefinition(m) {
@@ -251,7 +256,7 @@ func Enforce(permissionId string, request *CasbinRequest) (bool, error) {
 	return enforcer.Enforce(*request...)
 }
 
-func BatchEnforce(permissionId string, requests *[]CasbinRequest) ([]bool, error) {
+func BatchEnforce(permissionId string, requests *[]CasbinRequest, permissionIds ...string) ([]bool, error) {
 	permission, err := GetPermission(permissionId)
 	if err != nil {
 		res := []bool{}
@@ -262,7 +267,7 @@ func BatchEnforce(permissionId string, requests *[]CasbinRequest) ([]bool, error
 		return res, err
 	}
 
-	enforcer := getEnforcer(permission)
+	enforcer := getEnforcer(permission, permissionIds...)
 	return enforcer.BatchEnforce(*requests)
 }