diff --git a/modules/dnn/src/ie_ngraph.cpp b/modules/dnn/src/ie_ngraph.cpp
index 82d8b9ca73cc090d208b16a59f4ffad8bbbcec69..84b984ac97a9a9c7550aa1d3bd3bfeddc596ab6e 100644
--- a/modules/dnn/src/ie_ngraph.cpp
+++ b/modules/dnn/src/ie_ngraph.cpp
@@ -684,7 +684,11 @@ void InfEngineNgraphNet::initPlugin(InferenceEngine::CNNNetwork& net)
         }
         std::map<std::string, std::string> config;
         if (device_name == "MYRIAD") {
+#if INF_ENGINE_VER_MAJOR_GT(INF_ENGINE_RELEASE_2020_4)
+            config.emplace("MYRIAD_DETECT_NETWORK_BATCH", CONFIG_VALUE(NO));
+#else
             config.emplace("VPU_DETECT_NETWORK_BATCH", CONFIG_VALUE(NO));
+#endif
         }
 
         bool isHetero = device_name == "FPGA";