diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 7cc9c72e492..bab4aeb6d76 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -3134,7 +3134,7 @@ dumpDatabase(Archive *fout)
 
 	/*
 	 * pg_largeobject comes from the old system intact, so set its
-	 * relfrozenxids and relminmxids.
+	 * relfrozenxids, relminmxids and relfilenode.
 	 */
 	if (dopt->binary_upgrade)
 	{
@@ -3142,34 +3142,41 @@ dumpDatabase(Archive *fout)
 		PQExpBuffer loFrozenQry = createPQExpBuffer();
 		PQExpBuffer loOutQry = createPQExpBuffer();
 		int			i_relfrozenxid,
+					i_relfilenode,
+					i_oid,
 					i_relminmxid;
 
 		/*
 		 * pg_largeobject
 		 */
 		if (fout->remoteVersion >= 90300)
-			appendPQExpBuffer(loFrozenQry, "SELECT relfrozenxid, relminmxid\n"
+			appendPQExpBuffer(loFrozenQry, "SELECT relfrozenxid, relminmxid, relfilenode, oid\n"
 							  "FROM pg_catalog.pg_class\n"
-							  "WHERE oid = %u;\n",
-							  LargeObjectRelationId);
+							  "WHERE oid IN (%u, %u);\n",
+							  LargeObjectRelationId, LargeObjectLOidPNIndexId);
 		else
-			appendPQExpBuffer(loFrozenQry, "SELECT relfrozenxid, 0 AS relminmxid\n"
+			appendPQExpBuffer(loFrozenQry, "SELECT relfrozenxid, 0 AS relminmxid, relfilenode, oid\n"
 							  "FROM pg_catalog.pg_class\n"
-							  "WHERE oid = %u;\n",
-							  LargeObjectRelationId);
+							  "WHERE oid IN (%u, %u);\n",
+							  LargeObjectRelationId, LargeObjectLOidPNIndexId);
 
-		lo_res = ExecuteSqlQueryForSingleRow(fout, loFrozenQry->data);
+		lo_res = ExecuteSqlQuery(fout, loFrozenQry->data, PGRES_TUPLES_OK);
 
 		i_relfrozenxid = PQfnumber(lo_res, "relfrozenxid");
 		i_relminmxid = PQfnumber(lo_res, "relminmxid");
+		i_relfilenode = PQfnumber(lo_res, "relfilenode");
+		i_oid = PQfnumber(lo_res, "oid");
+
+		appendPQExpBufferStr(loOutQry, "\n-- For binary upgrade, preserve values for pg_largeobject and its index\n");
+		for (int i = 0; i < PQntuples(lo_res); ++i)
+			appendPQExpBuffer(loOutQry, "UPDATE pg_catalog.pg_class\n"
+							  "SET relfrozenxid = '%u', relminmxid = '%u', relfilenode = '%u'\n"
+							  "WHERE oid = %u;\n",
+							  atooid(PQgetvalue(lo_res, i, i_relfrozenxid)),
+							  atooid(PQgetvalue(lo_res, i, i_relminmxid)),
+							  atooid(PQgetvalue(lo_res, i, i_relfilenode)),
+							  atooid(PQgetvalue(lo_res, i, i_oid)));
 
-		appendPQExpBufferStr(loOutQry, "\n-- For binary upgrade, set pg_largeobject relfrozenxid and relminmxid\n");
-		appendPQExpBuffer(loOutQry, "UPDATE pg_catalog.pg_class\n"
-						  "SET relfrozenxid = '%u', relminmxid = '%u'\n"
-						  "WHERE oid = %u;\n",
-						  atooid(PQgetvalue(lo_res, 0, i_relfrozenxid)),
-						  atooid(PQgetvalue(lo_res, 0, i_relminmxid)),
-						  LargeObjectRelationId);
 		ArchiveEntry(fout, nilCatalogId, createDumpId(),
 					 ARCHIVE_OPTS(.tag = "pg_largeobject",
 								  .description = "pg_largeobject",
diff --git a/src/bin/pg_upgrade/t/002_pg_upgrade.pl b/src/bin/pg_upgrade/t/002_pg_upgrade.pl
index 2f9b13bf0ae..9ed48c4e06a 100644
--- a/src/bin/pg_upgrade/t/002_pg_upgrade.pl
+++ b/src/bin/pg_upgrade/t/002_pg_upgrade.pl
@@ -208,6 +208,8 @@ if (defined($ENV{oldinstall}))
 	}
 }
 
+$oldnode->safe_psql("regression", "VACUUM FULL pg_largeobject;");
+
 # In a VPATH build, we'll be started in the source directory, but we want
 # to run pg_upgrade in the build directory so that any files generated finish
 # in it, like delete_old_cluster.{sh,bat}.