diff --git a/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/migrate/HiveMigrator.java b/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/migrate/HiveMigrator.java
index e25a61e16fcb..830a01f9781c 100644
--- a/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/migrate/HiveMigrator.java
+++ b/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/migrate/HiveMigrator.java
@@ -165,20 +165,22 @@ public void executeMigrate() throws Exception {
             FileStoreTable paimonTable = (FileStoreTable) hiveCatalog.getTable(identifier);
             checkPaimonTable(paimonTable);
 
-            List<Partition> partitions =
-                    client.listPartitions(sourceDatabase, sourceTable, Short.MAX_VALUE);
             checkCompatible(sourceHiveTable, paimonTable);
 
             List<MigrateTask> tasks = new ArrayList<>();
             Map<Path, Path> rollBack = new ConcurrentHashMap<>();
-            if (partitions.isEmpty()) {
+            if (sourceHiveTable.getPartitionKeys().isEmpty()) {
                 tasks.add(
                         importUnPartitionedTableTask(
                                 fileIO, sourceHiveTable, paimonTable, rollBack));
             } else {
-                tasks.addAll(
-                        importPartitionedTableTask(
-                                fileIO, partitions, sourceHiveTable, paimonTable, rollBack));
+                List<Partition> partitions =
+                        client.listPartitions(sourceDatabase, sourceTable, Short.MAX_VALUE);
+                if (!partitions.isEmpty()) {
+                    tasks.addAll(
+                            importPartitionedTableTask(
+                                    fileIO, partitions, sourceHiveTable, paimonTable, rollBack));
+                }
             }
 
             List<Future<CommitMessage>> futures =
diff --git a/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/procedure/MigrateTableProcedureTest.scala b/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/procedure/MigrateTableProcedureTest.scala
index 8befd3082c5e..dcd832ba0d43 100644
--- a/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/procedure/MigrateTableProcedureTest.scala
+++ b/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/procedure/MigrateTableProcedureTest.scala
@@ -153,6 +153,21 @@ class MigrateTableProcedureTest extends PaimonHiveTestBase {
       }
     })
 
+  test("Paimon migrate table procedure: migrate empty partitioned table") {
+    withTable(s"hive_tbl$random") {
+      spark.sql(s"""
+                   |CREATE TABLE hive_tbl$random (id STRING, name STRING, pt STRING)
+                   |USING parquet
+                   |PARTITIONED BY (pt)
+                   |""".stripMargin)
+
+      spark.sql(
+        s"CALL sys.migrate_table(source_type => 'hive', table => '$hiveDbName.hive_tbl$random', options => 'file.format=parquet')")
+
+      checkAnswer(spark.sql(s"SELECT * FROM hive_tbl$random"), Nil)
+    }
+  }
+
   test(s"Paimon migrate table procedure: migrate partitioned table with null partition") {
     withTable(s"hive_tbl$random") {
       // create hive table