diff --git a/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/comparison.cpp b/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/comparison.cpp
index 8534f1bce52..8977a88cca6 100644
--- a/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/comparison.cpp
+++ b/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/comparison.cpp
@@ -2,18 +2,13 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "single_layer_tests/comparison.hpp"
-
-#include <vector>
-
+#include "single_op_tests/comparison.hpp"
 #include "common_test_utils/test_constants.hpp"
 
-using namespace LayerTestsDefinitions;
-using namespace LayerTestsDefinitions::ComparisonParams;
-
 namespace {
+using ov::test::ComparisonLayerTest;
 
-const std::map<std::vector<size_t>, std::vector<std::vector<size_t>>> inputShapes = {
+std::map<ov::Shape, std::vector<ov::Shape>> input_shapes_combinations = {
     {{1}, {{1}, {17}, {1, 1}, {2, 18}, {1, 1, 2}, {2, 2, 3}, {1, 1, 2, 3}}},
     {{5}, {{1}, {1, 1}, {2, 5}, {1, 1, 1}, {2, 2, 5}}},
     {{2, 200}, {{1}, {200}, {1, 200}, {2, 200}, {2, 2, 200}}},
@@ -22,39 +17,52 @@ const std::map<std::vector<size_t>, std::vector<std::vector<size_t>>> inputShape
     {{2, 1, 1, 3, 1}, {{1}, {1, 3, 4}, {2, 1, 3, 4}, {1, 1, 1, 1, 1}}},
 };
 
-const std::vector<InferenceEngine::Precision> inputsPrecisions = {
-    InferenceEngine::Precision::FP32,
+auto input_shapes_pair_vector = ov::test::utils::combineParams(input_shapes_combinations);
+
+auto converter = [] (const std::vector<std::pair<ov::Shape, ov::Shape>>& shapes) {
+    std::vector<std::vector<ov::Shape>> result;
+    for (const auto& shape : shapes) {
+        result.push_back({shape.first, shape.second});
+    }
+    return result;
 };
 
-const std::vector<ngraph::helpers::ComparisonTypes> comparisonOpTypes = {
-    ngraph::helpers::ComparisonTypes::EQUAL,
-    ngraph::helpers::ComparisonTypes::NOT_EQUAL,
-    ngraph::helpers::ComparisonTypes::GREATER,
-    ngraph::helpers::ComparisonTypes::GREATER_EQUAL,
-    ngraph::helpers::ComparisonTypes::LESS,
-    ngraph::helpers::ComparisonTypes::LESS_EQUAL,
+auto input_shapes_static = converter(input_shapes_pair_vector);
+
+std::vector<ov::element::Type> model_type = {
+    ov::element::f32,
+    ov::element::f16,
+    ov::element::i32,
+    ov::element::boolean,
 };
 
-const std::vector<ngraph::helpers::InputLayerType> secondInputTypes = {
-    ngraph::helpers::InputLayerType::CONSTANT,
-    ngraph::helpers::InputLayerType::PARAMETER,
+const std::vector<ov::test::utils::ComparisonTypes> comparisonOpTypes = {
+    ov::test::utils::ComparisonTypes::EQUAL,
+    ov::test::utils::ComparisonTypes::NOT_EQUAL,
+    ov::test::utils::ComparisonTypes::GREATER,
+    ov::test::utils::ComparisonTypes::GREATER_EQUAL,
+    ov::test::utils::ComparisonTypes::LESS,
+    ov::test::utils::ComparisonTypes::LESS_EQUAL,
+};
+
+const std::vector<ov::test::utils::InputLayerType> secondInputTypes = {
+    ov::test::utils::InputLayerType::CONSTANT,
+    ov::test::utils::InputLayerType::PARAMETER,
 };
 
 const std::map<std::string, std::string> additional_config = {};
 
 INSTANTIATE_TEST_SUITE_P(smoke_CompareWithRefs,
                          ComparisonLayerTest,
-                         ::testing::Combine(::testing::ValuesIn(ov::test::utils::combineParams(inputShapes)),
-                                            ::testing::ValuesIn(inputsPrecisions),
+                         ::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(input_shapes_static)),
                                             ::testing::ValuesIn(comparisonOpTypes),
                                             ::testing::ValuesIn(secondInputTypes),
-                                            ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                            ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                            ::testing::ValuesIn(model_type),
                                             ::testing::Values(ov::test::utils::DEVICE_GPU),
                                             ::testing::Values(additional_config)),
                          ComparisonLayerTest::getTestCaseName);
 
-const std::vector<InputShapesTuple> inputShapesIsOps = {
+const std::vector<std::vector<ov::Shape>> inputShapesIsOps = {
     {{5}, {1}},
     {{2, 2}, {1}},
     {{2, 2, 2}, {1}},
@@ -63,20 +71,17 @@ const std::vector<InputShapesTuple> inputShapesIsOps = {
     {{2, 17, 3, 4, 8, 2}, {1}},
 };
 
-const std::vector<InferenceEngine::Precision> inputsPrecisionsIsOps = {
-    InferenceEngine::Precision::FP32,
-    InferenceEngine::Precision::FP16,
+std::vector<ov::test::utils::ComparisonTypes> comparisonOpTypesIs = {
+        ov::test::utils::ComparisonTypes::IS_FINITE,
+        ov::test::utils::ComparisonTypes::IS_NAN
 };
 
 INSTANTIATE_TEST_SUITE_P(smoke_IsOp,
                          ComparisonLayerTest,
-                         ::testing::Combine(::testing::ValuesIn(inputShapesIsOps),
-                                            ::testing::ValuesIn(inputsPrecisionsIsOps),
-                                            ::testing::Values(ngraph::helpers::ComparisonTypes::IS_FINITE,
-                                                              ngraph::helpers::ComparisonTypes::IS_NAN),
-                                            ::testing::Values(ngraph::helpers::InputLayerType::CONSTANT),
-                                            ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                            ::testing::Values(InferenceEngine::Precision::BOOL),
+                         ::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(inputShapesIsOps)),
+                                            ::testing::ValuesIn(comparisonOpTypesIs),
+                                            ::testing::Values(ov::test::utils::InputLayerType::CONSTANT),
+                                            ::testing::Values(ov::element::f32),
                                             ::testing::Values(ov::test::utils::DEVICE_GPU),
                                             ::testing::Values(additional_config)),
                          ComparisonLayerTest::getTestCaseName);
diff --git a/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/conversion.cpp b/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/conversion.cpp
index b0faddf52f0..04fe768d070 100644
--- a/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/conversion.cpp
+++ b/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/conversion.cpp
@@ -4,34 +4,31 @@
 
 #include <vector>
 
-#include "single_layer_tests/conversion.hpp"
+#include "single_op_tests/conversion.hpp"
 #include "common_test_utils/test_constants.hpp"
 
-using namespace LayerTestsDefinitions;
-
 namespace {
-const std::vector<ngraph::helpers::ConversionTypes> conversionOpTypes = {
-    ngraph::helpers::ConversionTypes::CONVERT,
-    ngraph::helpers::ConversionTypes::CONVERT_LIKE,
+using ov::test::ConversionLayerTest;
+const std::vector<ov::test::utils::ConversionTypes> conversionOpTypes = {
+    ov::test::utils::ConversionTypes::CONVERT,
+    ov::test::utils::ConversionTypes::CONVERT_LIKE,
 };
 
-const std::vector<std::vector<size_t>> inShape = {{1, 2, 3, 4}};
+const std::vector<std::vector<ov::Shape>> inShape = {{{1, 2, 3, 4}}};
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {
-        InferenceEngine::Precision::FP32,
-        InferenceEngine::Precision::FP16,
-        InferenceEngine::Precision::U8,
-        InferenceEngine::Precision::I8,
+const std::vector<ov::element::Type> netPrecisions = {
+        ov::element::f32,
+        ov::element::f16,
+        ov::element::u8,
+        ov::element::i8,
 };
 
 INSTANTIATE_TEST_SUITE_P(smoke_NoReshape, ConversionLayerTest,
                         ::testing::Combine(
                                 ::testing::ValuesIn(conversionOpTypes),
-                                ::testing::Values(inShape),
+                                ::testing::ValuesIn(ov::test::static_shapes_to_test_representation(inShape)),
                                 ::testing::ValuesIn(netPrecisions),
                                 ::testing::ValuesIn(netPrecisions),
-                                ::testing::Values(InferenceEngine::Layout::ANY),
-                                ::testing::Values(InferenceEngine::Layout::ANY),
                                 ::testing::Values(ov::test::utils::DEVICE_GPU)),
                         ConversionLayerTest::getTestCaseName);
 
diff --git a/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/convert_color_i420.cpp b/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/convert_color_i420.cpp
index 182043ee90c..225d7cb67c0 100644
--- a/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/convert_color_i420.cpp
+++ b/src/plugins/intel_gpu/tests/functional/shared_tests_instances/single_layer_tests/convert_color_i420.cpp
@@ -4,42 +4,86 @@
 
 #include <vector>
 
-#include "single_layer_tests/convert_color_i420.hpp"
+#include "single_op_tests/convert_color_i420.hpp"
 #include "common_test_utils/test_constants.hpp"
 
-using namespace LayerTestsDefinitions;
-
 namespace {
+using ov::test::ConvertColorI420LayerTest;
 
 const std::vector<ov::Shape> inShapes_nhwc = {
     {1, 10, 10, 1}
 };
 
 const std::vector<ov::element::Type> inTypes = {
-        ov::element::u8, ov::element::f32
+    ov::element::u8,
+    ov::element::f32
 };
 
-INSTANTIATE_TEST_SUITE_P(smoke_TestsConvertColorI420,
+auto generate_input_static_shapes = [] (const std::vector<ov::Shape>& original_shapes, bool single_plane) {
+    std::vector<std::vector<ov::Shape>> result_shapes;
+    for (const auto& original_shape : original_shapes) {
+        std::vector<ov::Shape> one_result_shapes;
+        if (single_plane) {
+            auto shape = original_shape;
+            shape[1] = shape[1] * 3 / 2;
+            one_result_shapes.push_back(shape);
+        } else {
+            auto shape = original_shape;
+            one_result_shapes.push_back(shape);
+            auto uvShape = ov::Shape{shape[0], shape[1] / 2, shape[2] / 2, 1};
+            one_result_shapes.push_back(uvShape);
+            one_result_shapes.push_back(uvShape);
+        }
+        result_shapes.push_back(one_result_shapes);
+    }
+    return result_shapes;
+};
+
+auto in_shapes_single_plane_static = generate_input_static_shapes(inShapes_nhwc, true);
+auto in_shapes_three_planes_static = generate_input_static_shapes(inShapes_nhwc, false);
+
+INSTANTIATE_TEST_SUITE_P(smoke_TestsConvertColorI420SinglePlane,
                          ConvertColorI420LayerTest,
-                         ::testing::Combine(::testing::ValuesIn(inShapes_nhwc),
+                         ::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(in_shapes_single_plane_static)),
                                             ::testing::ValuesIn(inTypes),
                                             ::testing::Bool(),
-                                            ::testing::Bool(),
+                                            ::testing::Values(true),
                                             ::testing::Values(ov::test::utils::DEVICE_GPU)),
                          ConvertColorI420LayerTest::getTestCaseName);
 
-INSTANTIATE_TEST_SUITE_P(smoke_TestsConvertColorI420_acc,
-                         ConvertColorI420AccuracyTest,
-                         ::testing::Combine(::testing::Values(ov::Shape{1, 16 * 6, 16, 1}),
+INSTANTIATE_TEST_SUITE_P(smoke_TestsConvertColorI420ThreePlanes,
+                         ConvertColorI420LayerTest,
+                         ::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(in_shapes_three_planes_static)),
+                                            ::testing::ValuesIn(inTypes),
+                                            ::testing::Bool(),
+                                            ::testing::Values(false),
+                                            ::testing::Values(ov::test::utils::DEVICE_GPU)),
+                         ConvertColorI420LayerTest::getTestCaseName);
+
+INSTANTIATE_TEST_SUITE_P(smoke_TestsConvertColorI420SinglePlane_acc,
+                         ConvertColorI420LayerTest,
+                         ::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(
+                                                generate_input_static_shapes({{1, 16 * 6, 16, 1}}, true))),
                                             ::testing::Values(ov::element::u8),
                                             ::testing::Bool(),
+                                            ::testing::Values(true),
+                                            ::testing::Values(ov::test::utils::DEVICE_GPU)),
+                         ConvertColorI420LayerTest::getTestCaseName);
+
+INSTANTIATE_TEST_SUITE_P(smoke_TestsConvertColorI420ThreePlanes_acc,
+                         ConvertColorI420LayerTest,
+                         ::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(
+                                                generate_input_static_shapes({{1, 16 * 6, 16, 1}}, false))),
+                                            ::testing::Values(ov::element::u8),
                                             ::testing::Bool(),
+                                            ::testing::Values(false),
                                             ::testing::Values(ov::test::utils::DEVICE_GPU)),
                          ConvertColorI420LayerTest::getTestCaseName);
 
 INSTANTIATE_TEST_SUITE_P(nightly_TestsConvertColorI420_acc,
-                         ConvertColorI420AccuracyTest,
-                         ::testing::Combine(::testing::Values(ov::Shape{1, 256 * 256, 256, 1}),
+                         ConvertColorI420LayerTest,
+                         ::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(
+                                                generate_input_static_shapes({{1, 256 * 256, 256, 1}}, true))),
                                             ::testing::Values(ov::element::u8),
                                             ::testing::Values(false),
                                             ::testing::Values(true),