diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/catalog/ExternalCatalogSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/catalog/ExternalCatalogSuite.scala
index 32eb884942763..a8f73cebf31e4 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/catalog/ExternalCatalogSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/catalog/ExternalCatalogSuite.scala
@@ -475,6 +475,31 @@ abstract class ExternalCatalogSuite extends SparkFunSuite {
     assert(catalog.listPartitions("db2", "tbl2", Some(Map("a" -> "unknown"))).isEmpty)
   }
 
+  test("SPARK-45054: list partitions should restore stats") {
+    val catalog = newBasicCatalog()
+    val stats = Some(CatalogStatistics(sizeInBytes = 1))
+    val newPart = CatalogTablePartition(Map("a" -> "1", "b" -> "2"), storageFormat, stats = stats)
+    catalog.alterPartitions("db2", "tbl2", Seq(newPart))
+    val parts = catalog.listPartitions("db2", "tbl2", Some(Map("a" -> "1")))
+
+    assert(parts.length == 1)
+    val part = parts.head
+    assert(part.stats.exists(_.sizeInBytes == 1))
+  }
+
+  test("SPARK-45054: list partitions by filter should restore stats") {
+    val catalog = newBasicCatalog()
+    val stats = Some(CatalogStatistics(sizeInBytes = 1))
+    val newPart = CatalogTablePartition(Map("a" -> "1", "b" -> "2"), storageFormat, stats = stats)
+    catalog.alterPartitions("db2", "tbl2", Seq(newPart))
+    val tz = TimeZone.getDefault.getID
+    val parts = catalog.listPartitionsByFilter("db2", "tbl2", Seq($"a".int === 1), tz)
+
+    assert(parts.length == 1)
+    val part = parts.head
+    assert(part.stats.exists(_.sizeInBytes == 1))
+  }
+
   test("SPARK-21457: list partitions with special chars") {
     val catalog = newBasicCatalog()
     assert(catalog.listPartitions("db2", "tbl1").isEmpty)
diff --git a/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveExternalCatalog.scala b/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveExternalCatalog.scala
index 67b780f13c431..e4325989b7066 100644
--- a/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveExternalCatalog.scala
+++ b/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveExternalCatalog.scala
@@ -1275,13 +1275,14 @@ private[spark] class HiveExternalCatalog(conf: SparkConf, hadoopConf: Configurat
       db: String,
       table: String,
       partialSpec: Option[TablePartitionSpec] = None): Seq[CatalogTablePartition] = withClient {
-    val partColNameMap = buildLowerCasePartColNameMap(getTable(db, table))
+    val catalogTable = getTable(db, table)
+    val partColNameMap = buildLowerCasePartColNameMap(catalogTable)
     val metaStoreSpec = partialSpec.map(toMetaStorePartitionSpec)
     val res = client.getPartitions(db, table, metaStoreSpec)
       .map { part => part.copy(spec = restorePartitionSpec(part.spec, partColNameMap))
     }
 
-    metaStoreSpec match {
+    val parts = metaStoreSpec match {
       // This might be a bug of Hive: When the partition value inside the partial partition spec
       // contains dot, and we ask Hive to list partitions w.r.t. the partial partition spec, Hive
       // treats dot as matching any single character and may return more partitions than we
@@ -1290,6 +1291,7 @@ private[spark] class HiveExternalCatalog(conf: SparkConf, hadoopConf: Configurat
         res.filter(p => isPartialPartitionSpec(spec, toMetaStorePartitionSpec(p.spec)))
       case _ => res
     }
+    parts.map(restorePartitionMetadata(_, catalogTable))
   }
 
   override def listPartitionsByFilter(
@@ -1303,6 +1305,7 @@ private[spark] class HiveExternalCatalog(conf: SparkConf, hadoopConf: Configurat
     val clientPrunedPartitions =
       client.getPartitionsByFilter(rawHiveTable, predicates).map { part =>
         part.copy(spec = restorePartitionSpec(part.spec, partColNameMap))
+        restorePartitionMetadata(part, catalogTable)
       }
     prunePartitionsByFilter(catalogTable, clientPrunedPartitions, predicates, defaultTimeZoneId)
   }