diff --git a/modules/dnn/src/layers/detection_output_layer.cpp b/modules/dnn/src/layers/detection_output_layer.cpp
index d32357b04e..76142181ae 100644
--- a/modules/dnn/src/layers/detection_output_layer.cpp
+++ b/modules/dnn/src/layers/detection_output_layer.cpp
@@ -54,9 +54,14 @@
 
 #ifdef HAVE_DNN_NGRAPH
 #include "../ie_ngraph.hpp"
+#if INF_ENGINE_VER_MAJOR_GT(INF_ENGINE_RELEASE_2020_4)
+#include <ngraph/op/detection_output.hpp>
+#else
 #include <ngraph/op/experimental/layers/detection_output.hpp>
 #endif
 
+#endif
+
 namespace cv
 {
 namespace dnn
diff --git a/modules/dnn/src/layers/pooling_layer.cpp b/modules/dnn/src/layers/pooling_layer.cpp
index cd16ec7f3b..3f2a0f7d03 100644
--- a/modules/dnn/src/layers/pooling_layer.cpp
+++ b/modules/dnn/src/layers/pooling_layer.cpp
@@ -48,9 +48,14 @@
 
 #ifdef HAVE_DNN_NGRAPH
 #include "../ie_ngraph.hpp"
+#if INF_ENGINE_VER_MAJOR_GT(INF_ENGINE_RELEASE_2020_4)
+#include <ngraph/op/roi_pooling.hpp>
+#include <ngraph/op/psroi_pooling.hpp>
+#else
 #include <ngraph/op/experimental/layers/roi_pooling.hpp>
 #include <ngraph/op/experimental/layers/psroi_pooling.hpp>
 #endif
+#endif
 
 #include <float.h>
 #include <algorithm>
diff --git a/modules/dnn/src/layers/prior_box_layer.cpp b/modules/dnn/src/layers/prior_box_layer.cpp
index dbd5b0426f..7385afd3b0 100644
--- a/modules/dnn/src/layers/prior_box_layer.cpp
+++ b/modules/dnn/src/layers/prior_box_layer.cpp
@@ -46,9 +46,14 @@
 
 #ifdef HAVE_DNN_NGRAPH
 #include "../ie_ngraph.hpp"
+#if INF_ENGINE_VER_MAJOR_GT(INF_ENGINE_RELEASE_2020_4)
+#include <ngraph/op/prior_box.hpp>
+#include <ngraph/op/prior_box_clustered.hpp>
+#else
 #include <ngraph/op/experimental/layers/prior_box.hpp>
 #include <ngraph/op/experimental/layers/prior_box_clustered.hpp>
 #endif
+#endif
 
 #include <float.h>
 #include <algorithm>
diff --git a/modules/dnn/src/layers/proposal_layer.cpp b/modules/dnn/src/layers/proposal_layer.cpp
index 2420dbf579..990cfeda30 100644
--- a/modules/dnn/src/layers/proposal_layer.cpp
+++ b/modules/dnn/src/layers/proposal_layer.cpp
@@ -10,8 +10,12 @@
 
 #ifdef HAVE_DNN_NGRAPH
 #include "../ie_ngraph.hpp"
+#if INF_ENGINE_VER_MAJOR_GT(INF_ENGINE_RELEASE_2020_4)
+#include <ngraph/op/proposal.hpp>
+#else
 #include <ngraph/op/experimental/layers/proposal.hpp>
 #endif
+#endif
 
 namespace cv { namespace dnn {
 
diff --git a/modules/dnn/src/layers/reorg_layer.cpp b/modules/dnn/src/layers/reorg_layer.cpp
index d6fafa664f..6961243865 100644
--- a/modules/dnn/src/layers/reorg_layer.cpp
+++ b/modules/dnn/src/layers/reorg_layer.cpp
@@ -41,7 +41,6 @@
 //M*/
 
 #include "../precomp.hpp"
-#include "../op_inf_engine.hpp"
 
 #include <opencv2/dnn/shape_utils.hpp>
 #include <opencv2/dnn/all_layers.hpp>
@@ -50,10 +49,15 @@
 #include "opencl_kernels_dnn.hpp"
 #endif
 
+#include "../op_inf_engine.hpp"
 #ifdef HAVE_DNN_NGRAPH
 #include "../ie_ngraph.hpp"
+#if INF_ENGINE_VER_MAJOR_GT(INF_ENGINE_RELEASE_2020_4)
+#include <ngraph/op/reorg_yolo.hpp>
+#else
 #include <ngraph/op/experimental/layers/reorg_yolo.hpp>
 #endif
+#endif
 
 namespace cv
 {
diff --git a/modules/dnn/src/layers/resize_layer.cpp b/modules/dnn/src/layers/resize_layer.cpp
index 3679c9e51b..7fc21154cf 100644
--- a/modules/dnn/src/layers/resize_layer.cpp
+++ b/modules/dnn/src/layers/resize_layer.cpp
@@ -11,8 +11,12 @@
 
 #ifdef HAVE_DNN_NGRAPH
 #include "../ie_ngraph.hpp"
+#if INF_ENGINE_VER_MAJOR_GT(INF_ENGINE_RELEASE_2020_4)
+#include <ngraph/op/interpolate.hpp>
+#else
 #include <ngraph/op/experimental/layers/interpolate.hpp>
 #endif
+#endif
 
 namespace cv { namespace dnn {