diff --git a/docs/source/markdown/guides/reference/models/image/index.md b/docs/source/markdown/guides/reference/models/image/index.md
index 11f52f2091..f6e458c7a6 100644
--- a/docs/source/markdown/guides/reference/models/image/index.md
+++ b/docs/source/markdown/guides/reference/models/image/index.md
@@ -140,5 +140,6 @@ WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
 ./reverse_distillation
 ./rkde
 ./stfpm
+./uflow
 ./winclip
 ```
diff --git a/docs/source/markdown/guides/reference/models/image/uflow.md b/docs/source/markdown/guides/reference/models/image/uflow.md
index 3c86c57046..a49d22b8ff 100644
--- a/docs/source/markdown/guides/reference/models/image/uflow.md
+++ b/docs/source/markdown/guides/reference/models/image/uflow.md
@@ -15,26 +15,26 @@ The method consists of three phases.
 ## Architecture
 
 ```{eval-rst}
-.. image:: ../../images/uflow/diagram.png
+.. image:: ../../../../../images/uflow/diagram.png
     :alt: U-Flow Architecture
 ```
 
 ```{eval-rst}
-.. automodule:: anomalib.models.uflow.torch_model
+.. automodule:: anomalib.models.image.uflow.torch_model
    :members:
    :undoc-members:
    :show-inheritance:
 ```
 
 ```{eval-rst}
-.. automodule:: anomalib.models.uflow.lightning_model
+.. automodule:: anomalib.models.image.uflow.lightning_model
    :members:
    :undoc-members:
    :show-inheritance:
 ```
 
 ```{eval-rst}
-.. automodule:: anomalib.models.uflow.anomaly_map
+.. automodule:: anomalib.models.image.uflow.anomaly_map
    :members:
    :undoc-members:
    :show-inheritance: