diff --git a/beetsplug/discogs.py b/beetsplug/discogs.py
index 43a501a22..c8ce43a1e 100644
--- a/beetsplug/discogs.py
+++ b/beetsplug/discogs.py
@@ -386,10 +386,6 @@ class DiscogsPlugin(MetadataSourcePlugin):
         for track in tracks:
             track.media = media
             track.medium_total = mediums.count(track.medium)
-            if not track.artist:  # get_track_info often fails to find artist
-                track.artist = artist
-            if not track.artist_id:
-                track.artist_id = artist_id
             # Discogs does not have track IDs. Invent our own IDs as proposed
             # in #2336.
             track.track_id = f"{album_id}-{track.track_alt}"
@@ -471,8 +467,9 @@ class DiscogsPlugin(MetadataSourcePlugin):
                     # divisions.
                     divisions += next_divisions
                     del next_divisions[:]
-                track_info = self.get_track_info(track, index, divisions, 
-                        album_artist, album_artist_id)
+                track_info = self.get_track_info(
+                    track, index, divisions, album_artist, album_artist_id
+                )
                 track_info.track_alt = track["position"]
                 tracks.append(track_info)
             else:
@@ -639,7 +636,9 @@ class DiscogsPlugin(MetadataSourcePlugin):
             return text
         return DISAMBIGUATION_RE.sub("", text)
 
-    def get_track_info(self, track, index, divisions, album_artist, album_artist_id):
+    def get_track_info(
+        self, track, index, divisions, album_artist, album_artist_id
+    ):
         """Returns a TrackInfo object for a discogs track."""
         title = track["title"]
         if self.config["index_tracks"]:
@@ -660,7 +659,10 @@ class DiscogsPlugin(MetadataSourcePlugin):
         # Add featured artists
         extraartists = track.get("extraartists", [])
         featured = [
-            artist["name"] for artist in extraartists if artist["role"].find("Featuring") != -1]
+            artist["name"]
+            for artist in extraartists
+            if artist["role"].find("Featuring") != -1
+        ]
         if featured:
             artist = f"{artist} feat. {', '.join(featured)}"
         return TrackInfo(
diff --git a/docs/changelog.rst b/docs/changelog.rst
index 092a1a5a0..1ae13303e 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -27,6 +27,8 @@ Bug fixes:
   matching. :bug:`5189`
 - :doc:`plugins/discogs` Fixed inconsistency in stripping disambiguation from
   artists but not labels. :bug:`5366`
+- :doc:`plugins/discogs` Fixed issue with ignoring featured artists in the
+  extraartists field.
 
 For packagers:
 
diff --git a/test/plugins/test_discogs.py b/test/plugins/test_discogs.py
index 19428b125..562bda88f 100644
--- a/test/plugins/test_discogs.py
+++ b/test/plugins/test_discogs.py
@@ -451,67 +451,83 @@ class DGAlbumInfoTest(BeetsTestCase):
         assert d.tracks[0].artist == "TEST ARTIST (5)"
         assert d.label == "LABEL NAME (5)"
 
-@pytest.mark.parametrize("track, expected_artist",
-    [({
-        "type_": "track",
-        "title": "track",
-        "position": "1",
-        "duration": "5:00",
-        "extraartists": [{
-            "name": "MUSICIAN",
-            "role": "Featuring",
-            }]
-    }, 
-    "ARTIST feat. MUSICIAN"
-    ),
-    ({
-        "type_": "track",
-        "title": "track",
-        "position": "1",
-        "duration": "5:00",
-        "extraartists": [{
-            "name": "PERFORMER",
-            "role": "Other Role, Featuring",
-            }, {
-            "name": "MUSICIAN",
-            "role": "Featuring",
-            }]
-    }, 
-    "ARTIST feat. PERFORMER, MUSICIAN"
-    ),
-    ({
-        "type_": "track",
-        "title": "track",
-        "position": "1",
-        "duration": "5:00",
-        "artists": [{
-            "name": "NEW ARTIST", 
-            "tracks": "", 
-            "id": 11146}],
-        "extraartists": [{
-            "name": "SOLOIST",
-            "role": "Featuring",
-            }, {
-            "name": "PERFORMER",
-            "role": "Other Role, Featuring",
-            }, {
-            "name": "RANDOM",
-            "role": "Written-By",
-            }, {
-            "name": "MUSICIAN",
-            "role": "Featuring",
-            }]
-    }, 
-    "NEW ARTIST feat. SOLOIST, PERFORMER, MUSICIAN"
-    )])
+
+@pytest.mark.parametrize(
+    "track, expected_artist",
+    [
+        (
+            {
+                "type_": "track",
+                "title": "track",
+                "position": "1",
+                "duration": "5:00",
+                "extraartists": [
+                    {
+                        "name": "MUSICIAN",
+                        "role": "Featuring",
+                    }
+                ],
+            },
+            "ARTIST feat. MUSICIAN",
+        ),
+        (
+            {
+                "type_": "track",
+                "title": "track",
+                "position": "1",
+                "duration": "5:00",
+                "extraartists": [
+                    {
+                        "name": "PERFORMER",
+                        "role": "Other Role, Featuring",
+                    },
+                    {
+                        "name": "MUSICIAN",
+                        "role": "Featuring",
+                    },
+                ],
+            },
+            "ARTIST feat. PERFORMER, MUSICIAN",
+        ),
+        (
+            {
+                "type_": "track",
+                "title": "track",
+                "position": "1",
+                "duration": "5:00",
+                "artists": [{"name": "NEW ARTIST", "tracks": "", "id": 11146}],
+                "extraartists": [
+                    {
+                        "name": "SOLOIST",
+                        "role": "Featuring",
+                    },
+                    {
+                        "name": "PERFORMER",
+                        "role": "Other Role, Featuring",
+                    },
+                    {
+                        "name": "RANDOM",
+                        "role": "Written-By",
+                    },
+                    {
+                        "name": "MUSICIAN",
+                        "role": "Featuring",
+                    },
+                ],
+            },
+            "NEW ARTIST feat. SOLOIST, PERFORMER, MUSICIAN",
+        ),
+    ],
+)
 @patch("beetsplug.discogs.DiscogsPlugin.setup", Mock())
 def test_parse_featured_artists(track, expected_artist):
-    """ Tests the plugins ability to parse a featured artist.
-    Initial check with one featured artist, two featured artists, 
+    """Tests the plugins ability to parse a featured artist.
+    Initial check with one featured artist, two featured artists,
     and three. Ignores artists that are not listed as featured."""
     t = DiscogsPlugin().get_track_info(track, 1, 1, "ARTIST", 2)
     assert t.artist == expected_artist
 
+
 @pytest.mark.parametrize(
     "formats, expected_media, expected_albumtype",
     [