diff --git a/pungi/gather_dnf.py b/pungi/gather_dnf.py
index 96b7ebe2..b90a708d 100644
--- a/pungi/gather_dnf.py
+++ b/pungi/gather_dnf.py
@@ -325,7 +325,7 @@ class Gather(GatherBase):
             with Profiler("Gather.add_initial_packages():exclude"):
                 # TODO: debug
                 if pattern.endswith(".+"):
-                    pkgs = self.q_multilib_binary_packages.filter(name__glob=pattern[:-2])
+                    pkgs = self.q_multilib_binary_packages.filter(name__glob=pattern[:-2], arch__neq='noarch')
                 elif pattern.endswith(".src"):
                     pkgs = self.q_source_packages.filter(name__glob=pattern[:-4])
                 else:
diff --git a/tests/test_gather.py b/tests/test_gather.py
index 5d954098..4de2c967 100644
--- a/tests/test_gather.py
+++ b/tests/test_gather.py
@@ -1711,10 +1711,6 @@ class DNFDepsolvingTestCase(DepsolvingBase, unittest.TestCase):
     def test_bash_older(self):
         pass
 
-    @unittest.skip('Not implemented yet')
-    def test_multilib_exclude_pattern_does_not_match_noarch(self):
-        pass
-
     def test_firefox_selfhosting_with_krb5_lookaside(self):
         super(DNFDepsolvingTestCase, self).test_firefox_selfhosting_with_krb5_lookaside()
         self.assertFlags("dummy-krb5-1.10-5.x86_64", [PkgFlag.lookaside])