diff --git a/CHANGELOG.md b/CHANGELOG.md
index 50be7dd1f53..f432c7afa26 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -30,6 +30,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Added `truncation` argument to `BERTScore` ([#2776](https://github.com/Lightning-AI/torchmetrics/pull/2776))
 
 
+- Added `HausdorffDistance` to segmentation package ([#2122](https://github.com/Lightning-AI/torchmetrics/pull/2122))
+
+
 ### Changed
 
 - Tracker higher is better integration ([#2649](https://github.com/Lightning-AI/torchmetrics/pull/2649))