diff --git a/tools/pot/openvino/tools/pot/graph/builder.py b/tools/pot/openvino/tools/pot/graph/builder.py
index 944a76b008c..eeea664d80f 100644
--- a/tools/pot/openvino/tools/pot/graph/builder.py
+++ b/tools/pot/openvino/tools/pot/graph/builder.py
@@ -140,7 +140,6 @@ def build_graph_for_node(model, input_name, input_shape, node, remove_bias=False
     nodes.append((result_name, 'Result', {}))
     edges.append((node.name, result_name, {'out': 0, 'in': 0}))
     graph = build_graph(*make_copy_graph_attrs(model, input_name, input_shape), nodes, edges)
-    graph.ir_v10 = True
 
     # Add the neccessary attribute to the new graph
     src_node = get_node_by_name(graph, node.name)
diff --git a/tools/pot/openvino/tools/pot/graph/graph_utils.py b/tools/pot/openvino/tools/pot/graph/graph_utils.py
index 13d747369b8..da0d9c7bc89 100644
--- a/tools/pot/openvino/tools/pot/graph/graph_utils.py
+++ b/tools/pot/openvino/tools/pot/graph/graph_utils.py
@@ -47,11 +47,17 @@ def load_graph(model_config, target_device='ANY'):
         raise RuntimeError('Input model bin should link to an existing file. Please, provide a correct path.')
 
     graph_from_ir, meta_data = stdout_redirect(restore_graph_from_ir, xml_path, bin_path)
+
+    if graph_from_ir.graph['ir_version'] == 10:
+        raise AssertionError(
+            'POT does not support version 10 of IR.'
+            'Please convert the model with the newer version of OpenVINO '
+            'or use the POT from OpenVINO 2021.4.2 to work with version 10 of IR.')
+
     orig_graph_from_ir, meta_data = stdout_redirect(restore_graph_from_ir, model_config.model, model_config.weights)
 
     meta_data['quantization_parameters'] = model_config.quantization_info
     graph_from_ir.meta_data = meta_data
-    graph_from_ir.ir_v10 = True
     graph_from_ir.graph['cmd_params'] = orig_graph_from_ir.graph['cmd_params']
     remove_converts(graph_from_ir)
     model_preprocessing(graph_from_ir)
diff --git a/tools/pot/openvino/tools/pot/graph/nx_model.py b/tools/pot/openvino/tools/pot/graph/nx_model.py
index 95161f5dce4..ab3d9794bd7 100644
--- a/tools/pot/openvino/tools/pot/graph/nx_model.py
+++ b/tools/pot/openvino/tools/pot/graph/nx_model.py
@@ -67,6 +67,12 @@ class CompressedModel:
             ge.add_fullname_for_nodes(model['model'])
 
     def _from_graph(self, graph):
+        if graph.graph['ir_version'] == 10:
+            raise AssertionError(
+                'POT does not support version 10 of IR.'
+                'Please convert the model with the newer version of OpenVINO '
+                'or use the POT from OpenVINO 2021.4.2 to work with version 10 of IR.')
+
         ge.add_fullname_for_nodes(graph)
         self._models.append({'model': graph})
         self._is_cascade = False
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deleted file mode 100644
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deleted file mode 100644
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deleted file mode 100644
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deleted file mode 100644
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deleted file mode 100644
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deleted file mode 100644
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-size 19748
diff --git a/tools/pot/tests/data/reference_models/scaleshift_no_fuse_2_ig_pt_pytorch.xml b/tools/pot/tests/data/reference_models/scaleshift_no_fuse_2_ig_pt_pytorch.xml
new file mode 100644
index 00000000000..91167529a80
--- /dev/null
+++ b/tools/pot/tests/data/reference_models/scaleshift_no_fuse_2_ig_pt_pytorch.xml
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed05b306ac1e47007cedcd670c9882127c70d89e5e18b2689358ceb94b41cfe1
+size 21062
diff --git a/tools/pot/tests/test_graph.py b/tools/pot/tests/test_graph.py
index 0c50d8c77ff..2a7eef032e8 100755
--- a/tools/pot/tests/test_graph.py
+++ b/tools/pot/tests/test_graph.py
@@ -25,7 +25,7 @@ TEST_MODELS = [
     ('densenet121_example', 'pytorch', 'ANY'),
     ('multiple_out_ports_net', 'tf', 'ANY'),
     # ('lstm_example', 'pytorch', 'GNA'),
-    ('multiple_outputs_net_example', 'dldt', 'GNA'),
+    #('multiple_outputs_net_example', 'tf', 'GNA'),
     ('resnet_example', 'pytorch', 'CPU_SPR'),
     #('tensor_iterator_example', 'tf', 'ANY'),
 ]
@@ -210,10 +210,10 @@ TEST_MODELS_WITH_PATTERNS = [
     ('efficientnet_b0_example', 'pytorch'),
     ('mobilenet_v3_small_example', 'pytorch'),
     # ('image-retrieval-0001', 'dldt'),
-    ('scaleshift_fuse', 'dldt'),
-    ('scaleshift_no_fuse_1', 'dldt'),
-    ('scaleshift_no_fuse_2', 'dldt'),
-    ('matmul_divide_const', 'dldt')
+    ('scaleshift_fuse', 'pytorch'),
+    ('scaleshift_no_fuse_1', 'pytorch'),
+    ('scaleshift_no_fuse_2', 'pytorch'),
+    ('matmul_divide_const', 'tf')
 ]
 
 
diff --git a/tools/pot/tests/utils/open_model_zoo.py b/tools/pot/tests/utils/open_model_zoo.py
index 7b6891b5937..f5982e5c4da 100644
--- a/tools/pot/tests/utils/open_model_zoo.py
+++ b/tools/pot/tests/utils/open_model_zoo.py
@@ -100,7 +100,7 @@ def download_engine_config(model_name):
                 engine_conf_.network_info = model_.network_info
 
             for launcher in model_.launchers:
-                if launcher.framework == 'dlsdk':
+                if launcher.framework == 'openvino':
                     engine_conf_.launchers = list()
                     engine_launcher = {'framework': launcher.framework}
                     if launcher.adapter: