diff --git a/CHANGELOG.md b/CHANGELOG.md
index a151c33e1ac32..e549037077f7b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -62,6 +62,9 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Deprecated `trainer.running_sanity_check` in favor of `trainer.sanity_checking` ([#4945](https://github.com/PyTorchLightning/pytorch-lightning/pull/4945))
 
 
+- Deprecated metrics in favor of `torchmetrics` ([#6515](https://github.com/PyTorchLightning/pytorch-lightning/pull/6515))
+
+
 ### Removed
 
 - Removed support for passing a bool value to `profiler` argument of Trainer ([#6164](https://github.com/PyTorchLightning/pytorch-lightning/pull/6164))