diff --git a/modules/dnn/src/dnn.cpp b/modules/dnn/src/dnn.cpp
index 0f8dacad35..f33bbbd2ac 100644
--- a/modules/dnn/src/dnn.cpp
+++ b/modules/dnn/src/dnn.cpp
@@ -2100,7 +2100,11 @@ struct Net::Impl
 
                     auto ieInpNode = inputNodes[i].dynamicCast<InfEngineNgraphNode>();
                     CV_Assert(oid < ieInpNode->node->get_output_size());
+#if INF_ENGINE_VER_MAJOR_GT(2020020000)
+                    inputNodes[i] = Ptr<BackendNode>(new InfEngineNgraphNode(ieInpNode->node->get_output_as_single_output_node(oid)));
+#else
                     inputNodes[i] = Ptr<BackendNode>(new InfEngineNgraphNode(ieInpNode->node->get_output_as_single_output_node(oid, false)));
+#endif
                 }
 
                 if (layer->supportBackend(preferableBackend))