diff --git a/CHANGELOG.md b/CHANGELOG.md
index 31a1b0e95066b..6fdd520b70e6a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 ## [2.2.0] - 2022-MM-DD
 ### Added
+- Added `Summary` method for `torch_geometric.data.Dataset` interface ([#5438](https://github.com/pyg-team/pytorch_geometric/pull/5438))
 - Added `FeaturePropagation` transform ([#5387](https://github.com/pyg-team/pytorch_geometric/pull/5387))
 - Added `PositionalEncoding` ([#5381](https://github.com/pyg-team/pytorch_geometric/pull/5381))
 - Consolidated sampler routines behind `torch_geometric.sampler`, enabling ease of extensibility in the future ([#5312](https://github.com/pyg-team/pytorch_geometric/pull/5312), [#5365](https://github.com/pyg-team/pytorch_geometric/pull/5365), [#5402](https://github.com/pyg-team/pytorch_geometric/pull/5402), [#5404](https://github.com/pyg-team/pytorch_geometric/pull/5404)), [#5418](https://github.com/pyg-team/pytorch_geometric/pull/5418))