diff --git a/django/db/models/sql/compiler.py b/django/db/models/sql/compiler.py
index f475b82921..9493d0dc3c 100644
--- a/django/db/models/sql/compiler.py
+++ b/django/db/models/sql/compiler.py
@@ -1,5 +1,6 @@
 import collections
 import re
+from functools import partial
 from itertools import chain
 
 from django.core.exceptions import EmptyResultSet, FieldError
@@ -896,6 +897,9 @@ class SQLCompiler:
                 if from_obj:
                     f.remote_field.set_cached_value(from_obj, obj)
 
+            def remote_setter(name, obj, from_obj):
+                setattr(from_obj, name, obj)
+
             for name in list(requested):
                 # Filtered relations work only on the topmost level.
                 if cur_depth > 1:
@@ -906,15 +910,12 @@ class SQLCompiler:
                     model = join_opts.model
                     alias = joins[-1]
                     from_parent = issubclass(model, opts.model) and model is not opts.model
-
-                    def remote_setter(obj, from_obj):
-                        setattr(from_obj, name, obj)
                     klass_info = {
                         'model': model,
                         'field': f,
                         'reverse': True,
                         'local_setter': local_setter,
-                        'remote_setter': remote_setter,
+                        'remote_setter': partial(remote_setter, name),
                         'from_parent': from_parent,
                     }
                     related_klass_infos.append(klass_info)
diff --git a/tests/filtered_relation/tests.py b/tests/filtered_relation/tests.py
index 48154413a5..05869a2a95 100644
--- a/tests/filtered_relation/tests.py
+++ b/tests/filtered_relation/tests.py
@@ -52,6 +52,18 @@ class FilteredRelationTests(TestCase):
                 (self.author2, self.book3, self.editor_b, self.author2),
             ], lambda x: (x, x.book_join, x.book_join.editor, x.book_join.author))
 
+    def test_select_related_multiple(self):
+        qs = Book.objects.annotate(
+            author_join=FilteredRelation('author'),
+            editor_join=FilteredRelation('editor'),
+        ).select_related('author_join', 'editor_join').order_by('pk')
+        self.assertQuerysetEqual(qs, [
+            (self.book1, self.author1, self.editor_a),
+            (self.book2, self.author2, self.editor_b),
+            (self.book3, self.author2, self.editor_b),
+            (self.book4, self.author1, self.editor_a),
+        ], lambda x: (x, x.author_join, x.editor_join))
+
     def test_select_related_with_empty_relation(self):
         qs = Author.objects.annotate(
             book_join=FilteredRelation('book', condition=Q(pk=-1)),