diff --git a/docs/source/en/main_classes/pipelines.md b/docs/source/en/main_classes/pipelines.md
index 6a1175d1f6c..b105cb544ff 100644
--- a/docs/source/en/main_classes/pipelines.md
+++ b/docs/source/en/main_classes/pipelines.md
@@ -481,6 +481,12 @@ Pipelines available for multimodal tasks include the following.
     - __call__
     - all
 
+### MaskGenerationPipeline
+
+[[autodoc]] MaskGenerationPipeline
+    - __call__
+    - all
+
 ### VisualQuestionAnsweringPipeline
 
 [[autodoc]] VisualQuestionAnsweringPipeline
diff --git a/src/transformers/__init__.py b/src/transformers/__init__.py
index 8001bb33c81..90147df41f2 100644
--- a/src/transformers/__init__.py
+++ b/src/transformers/__init__.py
@@ -672,6 +672,7 @@ _import_structure = {
         "ImageToImagePipeline",
         "ImageToTextPipeline",
         "JsonPipelineDataFormat",
+        "MaskGenerationPipeline",
         "NerPipeline",
         "ObjectDetectionPipeline",
         "PipedPipelineDataFormat",
@@ -4814,6 +4815,7 @@ if TYPE_CHECKING:
         ImageToImagePipeline,
         ImageToTextPipeline,
         JsonPipelineDataFormat,
+        MaskGenerationPipeline,
         NerPipeline,
         ObjectDetectionPipeline,
         PipedPipelineDataFormat,
diff --git a/utils/check_docstrings.py b/utils/check_docstrings.py
index 0552988c7a4..42223e586fe 100644
--- a/utils/check_docstrings.py
+++ b/utils/check_docstrings.py
@@ -356,6 +356,7 @@ OBJECTS_TO_IGNORE = [
     "M2M100Config",
     "M2M100Tokenizer",
     "MarkupLMProcessor",
+    "MaskGenerationPipeline",
     "MBart50TokenizerFast",
     "MBartConfig",
     "MCTCTFeatureExtractor",