diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8cc85fafa47..c70c9ab18e6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -61,6 +61,8 @@ All notable changes to this project will be documented in this file.
   (<https://github.com/openvinotoolkit/training_extensions/pull/4009>)
 - Remove background label from RT Info for segmentation task
   (<https://github.com/openvinotoolkit/training_extensions/pull/4011>)
+- Prevent using too low confidence thresholds in detection
+  (<https://github.com/openvinotoolkit/training_extensions/pull/4018>)
 
 ### Bug fixes
 
diff --git a/README.md b/README.md
index 78aeccaf7b3..006c61931f8 100644
--- a/README.md
+++ b/README.md
@@ -199,6 +199,7 @@ In addition to the examples above, please refer to the documentation for tutoria
 - Change sematic segmentation to consider bbox only annotations
 - Relieve memory usage criteria on batch size 2 during adaptive batch size
 - Remove background label from RT Info for segmentation task
+- Prevent using too low confidence thresholds in detection
 
 ### Bug fixes
 
diff --git a/docs/source/guide/release_notes/index.rst b/docs/source/guide/release_notes/index.rst
index 964066cf5c7..086d928486e 100644
--- a/docs/source/guide/release_notes/index.rst
+++ b/docs/source/guide/release_notes/index.rst
@@ -40,6 +40,7 @@ Enhancements
 - Change sematic segmentation to consider bbox only annotations
 - Relieve memory usage criteria on batch size 2 during adaptive batch size
 - Remove background label from RT Info for segmentation task
+- Prevent using too low confidence thresholds in detection
 
 Bug fixes
 ^^^^^^^^^
diff --git a/src/otx/__init__.py b/src/otx/__init__.py
index cc9cde930aa..0116a113ecc 100644
--- a/src/otx/__init__.py
+++ b/src/otx/__init__.py
@@ -3,7 +3,7 @@
 # Copyright (C) 2024 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
 
-__version__ = "2.2.0rc5"
+__version__ = "2.2.0rc6"
 
 import os
 from pathlib import Path