diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1c4b5b76..c9839a2a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,13 @@
 # Changelog
 All notable changes to this project will be documented in this file.
 
+### [2.1.2]
+
+#### Updated
+
+- Update anomalib to v0.7.0+obx.1.3.1
+- The optimal anomaly threshold is now computed as the average between the max good and min bad score when the F1 is 1
+
 ### [2.1.1]
 
 #### Updated
diff --git a/poetry.lock b/poetry.lock
index 8f1fb06d..159cff2b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -187,7 +187,7 @@ test = ["flake8 (==3.7.9)", "mock (==2.0.0)", "pylint (==1.9.3)"]
 
 [[package]]
 name = "anomalib"
-version = "0.7.0+obx.1.3.0"
+version = "0.7.0+obx.1.3.1"
 description = "anomalib - Anomaly Detection Library"
 optional = false
 python-versions = ">=3.7"
@@ -214,8 +214,8 @@ openvino = ["defusedxml (==0.7.1)", "networkx (>=2.5,<3.0)", "nncf (>=2.1.0)", "
 [package.source]
 type = "git"
 url = "https://github.com/orobix/anomalib.git"
-reference = "v0.7.0+obx.1.3.0"
-resolved_reference = "04e2db7795c26a3d6cc1baf797134a895d1ad87a"
+reference = "v0.7.0+obx.1.3.1"
+resolved_reference = "5fa796dc52475c13f00cbdc1161629d765f14110"
 
 [[package]]
 name = "antlr4-python3-runtime"
@@ -7829,4 +7829,4 @@ onnx = ["onnx", "onnxruntime_gpu", "onnxsim"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.11"
-content-hash = "573f1a7c2d46ae89ff81f9658d45a306a63995006b867151ccff5c360c958775"
+content-hash = "172aeab08e83f8a840a0a28e57c3d80bd13e170129b99fdaf8b1eb79c17c4784"
diff --git a/pyproject.toml b/pyproject.toml
index f3ef6eb2..2f10df57 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "quadra"
-version = "2.1.1"
+version = "2.1.2"
 description = "Deep Learning experiment orchestration library"
 authors = [
   "Federico Belotti <federico.belotti@orobix.com>",
@@ -79,7 +79,7 @@ h5py = "~3.8"
 timm = "0.9.12"
 # Right now only this ref supports timm 0.9.12
 segmentation_models_pytorch = { git = "https://github.com/qubvel/segmentation_models.pytorch", rev = "7b381f899ed472a477a89d381689caf535b5d0a6" }
-anomalib = { git = "https://github.com/orobix/anomalib.git", tag = "v0.7.0+obx.1.3.0" }
+anomalib = { git = "https://github.com/orobix/anomalib.git", tag = "v0.7.0+obx.1.3.1" }
 xxhash = "~3.2"
 torchinfo = "~1.8"
 typing_extensions = { version = "4.11.0", python = "<3.10" }
diff --git a/quadra/__init__.py b/quadra/__init__.py
index d473b611..6583dbd5 100644
--- a/quadra/__init__.py
+++ b/quadra/__init__.py
@@ -1,4 +1,4 @@
-__version__ = "2.1.1"
+__version__ = "2.1.2"
 
 
 def get_version():