diff --git a/test/test_runtime_ort.py b/test/test_runtime_ort.py
index d9aed5d0..deab6779 100644
--- a/test/test_runtime_ort.py
+++ b/test/test_runtime_ort.py
@@ -114,4 +114,22 @@ def test_onnx_export_multi_batches(self, arch):
             [img_two, img_dummy],
             [img_dummy, img_two],
         ]
-        self.run_model(model, inputs_list=inputs_list)
+        self.run_model(model, inputs_list)
+
+    @pytest.mark.parametrize("arch", ["yolov5n"])
+    def test_onnx_export_misbatch(self, arch):
+        img_one, img_two = self.get_test_images()
+        img_dummy = torch.ones(3, 640, 480) * 0.3
+
+        size = (640, 640) if arch[-1] == "6" else (320, 320)
+        model = models.__dict__[arch](pretrained=True, size=size, score_thresh=0.45)
+        model = model.eval()
+        model([img_one, img_two])
+
+        # Test exported model on images of misbatch
+        with pytest.raises(IndexError, match="list index out of range"):
+            self.run_model(model, [[img_one, img_two], [img_two, img_one, img_dummy]])
+
+        # Test exported model on images of misbatch
+        with pytest.raises(ValueError, match="Model requires 3 inputs. Input Feed contains 2"):
+            self.run_model(model, [[img_two, img_one, img_dummy], [img_one, img_two]])