diff --git a/CHANGELOG.md b/CHANGELOG.md
index 28cacfeba..3bf435ffc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,10 @@
 # Changelog
 
+# Version 0.0.0 (YYYY-MM-DD) - In Progress
+
+### Changed
+* Update QueueMode enum to support new value for QueueMode.Batch = `BATCH`.
+
 # Version 3.27.2 (2022-10-04)
 
 ### Added
diff --git a/labelbox/schema/queue_mode.py b/labelbox/schema/queue_mode.py
index 355e982c5..333e92987 100644
--- a/labelbox/schema/queue_mode.py
+++ b/labelbox/schema/queue_mode.py
@@ -2,5 +2,11 @@
 
 
 class QueueMode(str, Enum):
-    Batch = "CATALOG"
+    Batch = "BATCH"
     Dataset = "DATA_SET"
+
+    @classmethod
+    def _missing_(cls, value):
+        # Parses the deprecated "CATALOG" value back to QueueMode.Batch.
+        if value == "CATALOG":
+            return QueueMode.Batch
diff --git a/tests/unit/test_queue_mode.py b/tests/unit/test_queue_mode.py
new file mode 100644
index 000000000..a07b14a54
--- /dev/null
+++ b/tests/unit/test_queue_mode.py
@@ -0,0 +1,20 @@
+import pytest
+
+from labelbox.schema.queue_mode import QueueMode
+
+
+def test_parse_deprecated_catalog():
+    assert QueueMode("CATALOG") == QueueMode.Batch
+
+
+def test_parse_batch():
+    assert QueueMode("BATCH") == QueueMode.Batch
+
+
+def test_parse_data_set():
+    assert QueueMode("DATA_SET") == QueueMode.Dataset
+
+
+def test_fails_for_unknown():
+    with pytest.raises(ValueError):
+        QueueMode("foo")