diff --git a/tests/onnxruntime/test_modeling.py b/tests/onnxruntime/test_modeling.py
index e15a7e25d0..473ab4cf3b 100644
--- a/tests/onnxruntime/test_modeling.py
+++ b/tests/onnxruntime/test_modeling.py
@@ -2736,6 +2736,7 @@ class ORTModelForImageClassificationIntegrationTest(ORTModelTestMixin):
         "resnet",
         "segformer",
         "swin",
+        "swin-window",
         "vit",
     ]
 
diff --git a/tests/onnxruntime/utils_onnxruntime_tests.py b/tests/onnxruntime/utils_onnxruntime_tests.py
index 6529826578..bb6935461d 100644
--- a/tests/onnxruntime/utils_onnxruntime_tests.py
+++ b/tests/onnxruntime/utils_onnxruntime_tests.py
@@ -143,6 +143,7 @@
     "stable-diffusion": "hf-internal-testing/tiny-stable-diffusion-torch",
     "stable-diffusion-xl": "echarlaix/tiny-random-stable-diffusion-xl",
     "swin": "hf-internal-testing/tiny-random-SwinModel",
+    "swin-window": "yujiepan/tiny-random-swin-patch4-window7-224",
     "t5": "hf-internal-testing/tiny-random-t5",
     "table-transformer": "hf-internal-testing/tiny-random-TableTransformerModel",
     "trocr": "microsoft/trocr-small-handwritten",