diff --git a/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/nonpersistent/NonPersistentTopic.java b/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/nonpersistent/NonPersistentTopic.java
index 8d49d20553c74..ed15b964f1ede 100644
--- a/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/nonpersistent/NonPersistentTopic.java
+++ b/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/nonpersistent/NonPersistentTopic.java
@@ -429,6 +429,35 @@ private CompletableFuture<Void> delete(boolean failIfHasSubscriptions, boolean c
         return deleteFuture;
     }
 
+    private CompletableFuture<Void> tryToDeletePartitionedMetadata() {
+        if (TopicName.get(topic).isPartitioned() && !deletePartitionedTopicMetadataWhileInactive()) {
+            return CompletableFuture.completedFuture(null);
+        }
+        TopicName topicName = TopicName.get(TopicName.get(topic).getPartitionedTopicName());
+        String path = AdminResource.path(AdminResource.PARTITIONED_TOPIC_PATH_ZNODE, topicName.getNamespace()
+                , topicName.getDomain().value(), topicName.getEncodedLocalName());
+        try {
+            if (!getBrokerService().pulsar().getGlobalZkCache().exists(path)) {
+                return CompletableFuture.completedFuture(null);
+            }
+            CompletableFuture<Void> deleteMetadataFuture = new CompletableFuture<>();
+            getBrokerService().pulsar().getGlobalZkCache().getZooKeeper().delete(path, -1
+                    , (rc, s, o) -> {
+                        if (KeeperException.Code.OK.intValue() == rc
+                                || KeeperException.Code.NONODE.intValue() == rc) {
+                            getBrokerService().pulsar().getGlobalZkCache().invalidate(path);
+                            deleteMetadataFuture.complete(null);
+                        } else {
+                            deleteMetadataFuture.completeExceptionally(
+                                    KeeperException.create(KeeperException.Code.get(rc)));
+                        }
+                    }, null);
+            return deleteMetadataFuture;
+        } catch (Exception e) {
+            return FutureUtil.failedFuture(e);
+        }
+    }
+
     /**
      * Close this topic - close all producers and subscriptions associated with this topic
      *
@@ -865,6 +894,7 @@ public void checkGC() {
                     }
 
                     stopReplProducers().thenCompose(v -> delete(true, false, true))
+                            .thenAccept(__ -> tryToDeletePartitionedMetadata())
                             .thenRun(() -> log.info("[{}] Topic deleted successfully due to inactivity", topic))
                             .exceptionally(e -> {
                                 if (e.getCause() instanceof TopicBusyException) {
diff --git a/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/NonPersistentTopicE2ETest.java b/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/NonPersistentTopicE2ETest.java
index fab7a5e1e03e5..bd2299953dba5 100644
--- a/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/NonPersistentTopicE2ETest.java
+++ b/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/NonPersistentTopicE2ETest.java
@@ -55,6 +55,8 @@ public class NonPersistentTopicE2ETest extends BrokerTestBase {
     @BeforeMethod
     @Override
     protected void setup() throws Exception {
+        conf.setBrokerDeleteInactivePartitionedTopicMetadataEnabled(true);
+        conf.setBrokerDeleteInactiveTopicsFrequencySeconds(1);
         super.baseSetup();
     }
 
@@ -231,5 +233,17 @@ public void testGC() throws Exception {
         producer2.close();
 
         assertTrue(pulsar.getBrokerService().getTopicReference(topicName).isPresent());
+
+        // 6. Test for partitioned topic to delete the partitioned metadata
+        String topicGc = "non-persistent://prop/ns-abc/topic-gc";
+        int partitions = 5;
+        admin.topics().createPartitionedTopic(topicGc, partitions);
+        Producer<byte[]> producer3 = pulsarClient.newProducer().topic(topicGc).create();
+        producer3.close();
+        assertTrue(pulsar.getBrokerService().fetchPartitionedTopicMetadataAsync(
+                TopicName.get(topicGc)).join().partitions == partitions);
+        runGC();
+        assertTrue(pulsar.getBrokerService().fetchPartitionedTopicMetadataAsync(
+                TopicName.get(topicGc)).join().partitions == 0);
     }
 }