diff --git a/tests/benchmark/NEON/Sobel.cpp b/tests/benchmark/NEON/Sobel.cpp
new file mode 100644
index 0000000..8afda38
--- /dev/null
+++ b/tests/benchmark/NEON/Sobel.cpp
@@ -0,0 +1,109 @@
+/*
+ * Copyright (c) 2018 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NESobel3x3.h"
+#include "arm_compute/runtime/NEON/functions/NESobel5x5.h"
+#include "arm_compute/runtime/NEON/functions/NESobel7x7.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "tests/NEON/Accessor.h"
+#include "tests/benchmark/fixtures/SobelFixture.h"
+#include "tests/datasets/BorderModeDataset.h"
+#include "tests/datasets/GradientDimensionDataset.h"
+#include "tests/datasets/ShapeDatasets.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "utils/TypePrinter.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+using NESobel3x3Fixture = SobelFixture<Tensor, NESobel3x3, Accessor>;
+
+TEST_SUITE(NEON)
+TEST_SUITE(Sobel)
+
+// *INDENT-OFF*
+// clang-format off
+TEST_SUITE(W3x3)
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::PRECOMMIT,
+                                combine(combine(combine(
+                                datasets::Small2DShapes(),
+                                datasets::BorderModes()),
+                                datasets::GradientDimensions()),
+                                framework::dataset::make("Format", Format::U8)));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY,
+                                combine(combine(combine(
+                                datasets::Large2DShapes(),
+                                datasets::BorderModes()),
+                                datasets::GradientDimensions()),
+                                framework::dataset::make("Format", Format::U8)));
+TEST_SUITE_END() // W3x3
+
+using NESobel5x5Fixture = SobelFixture<Tensor, NESobel5x5, Accessor>;
+
+TEST_SUITE(W5x5)
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::PRECOMMIT,
+                                combine(combine(combine(
+                                datasets::Small2DShapes(),
+                                datasets::BorderModes()),
+                                datasets::GradientDimensions()),
+                                framework::dataset::make("Format", Format::U8)));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY,
+                                combine(combine(combine(
+                                datasets::Large2DShapes(),
+                                datasets::BorderModes()),
+                                datasets::GradientDimensions()),
+                                framework::dataset::make("Format", Format::U8)));
+TEST_SUITE_END() // W5x5
+
+using NESobel7x7Fixture = SobelFixture<Tensor, NESobel7x7, Accessor>;
+
+TEST_SUITE(W7x7)
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::PRECOMMIT,
+                                combine(combine(combine(
+                                datasets::Small2DShapes(),
+                                datasets::BorderModes()),
+                                datasets::GradientDimensions()),
+                                framework::dataset::make("Format", Format::U8)));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY,
+                                combine(combine(combine(
+                                datasets::Large2DShapes(),
+                                datasets::BorderModes()),
+                                datasets::GradientDimensions()),
+                                framework::dataset::make("Format", Format::U8)));
+TEST_SUITE_END() // W7x7
+// clang-format on
+// *INDENT-ON*
+
+TEST_SUITE_END() // Sobel
+TEST_SUITE_END() // NEON
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute