diff --git a/CHANGELOG.md b/CHANGELOG.md
index 91b6fc261be4..1475c789bf70 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 ### Added
 
+- Added support for sparse tensor in full batch mode inference benchmark ([#6843](https://github.com/pyg-team/pytorch_geometric/pull/6843))
 - Enabled `NeighborLoader` to return number of sampled nodes and edges per hop ([#6834](https://github.com/pyg-team/pytorch_geometric/pull/6834))
 - Added `ZipLoader` to execute multiple `NodeLoader` or `LinkLoader` instances ([#6829](https://github.com/pyg-team/pytorch_geometric/issues/6829))
 - Added common `utils.select` and `utils.narrow` functionality to support filtering of both tensors and lists ([#6162](https://github.com/pyg-team/pytorch_geometric/issues/6162))