diff --git a/src/transformers/onnx/features.py b/src/transformers/onnx/features.py
index e7c24a8ad97a81..3eea94c8c1a64e 100644
--- a/src/transformers/onnx/features.py
+++ b/src/transformers/onnx/features.py
@@ -229,6 +229,12 @@ class FeaturesManager:
             "question-answering",
             onnx_config_cls="models.data2vec.Data2VecTextOnnxConfig",
         ),
+        "data2vec-vision": supported_features_mapping(
+            "default",
+            "image-classification",
+            "image-segmentation",
+            onnx_config_cls="models.data2vec.Data2VecVisionOnnxConfig",
+        ),
         "deberta": supported_features_mapping(
             "default",
             "masked-lm",
diff --git a/tests/onnx/test_onnx_v2.py b/tests/onnx/test_onnx_v2.py
index c15910734f3adb..50fc3f59c59e4b 100644
--- a/tests/onnx/test_onnx_v2.py
+++ b/tests/onnx/test_onnx_v2.py
@@ -207,6 +207,7 @@ def test_values_override(self):
     ("deit", "facebook/deit-small-patch16-224"),
     ("beit", "microsoft/beit-base-patch16-224"),
     ("data2vec-text", "facebook/data2vec-text-base"),
+    ("data2vec-vision", "facebook/data2vec-vision-base"),
     ("perceiver", "deepmind/language-perceiver", ("masked-lm", "sequence-classification")),
     ("perceiver", "deepmind/vision-perceiver-conv", ("image-classification",)),
     ("yolos", "hustvl/yolos-tiny"),