diff --git a/CHANGELOG.md b/CHANGELOG.md
index c246c0f18c..7d51a69c32 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### New features
 - Add a new CLI command: datum format
   (<https://github.com/openvinotoolkit/datumaro/pull/1570>)
+- Add PseudoLabeling transform for unlabeled dataset
+  (<https://github.com/openvinotoolkit/datumaro/pull/1594>)
 
 ### Enhancements
 - Change _Shape to Shape and add comments for subclasses of Shape