diff --git a/tests/benchmark/NEON/CannyEdge.cpp b/tests/benchmark/NEON/CannyEdge.cpp
new file mode 100644
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+++ b/tests/benchmark/NEON/CannyEdge.cpp
@@ -0,0 +1,74 @@
+/*
+ * 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/NECannyEdge.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "tests/NEON/Accessor.h"
+#include "tests/benchmark/fixtures/CannyEdgeFixture.h"
+#include "tests/datasets/BorderModeDataset.h"
+#include "tests/datasets/ImageFileDatasets.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "utils/TypePrinter.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+namespace
+{
+// *INDENT-OFF*
+// clang-format off
+const auto use_fp16           = framework::dataset::make("UseFP16", { false });
+const auto canny_edge_dataset = combine(framework::dataset::make("GradientSize", { 3, 5, 7 }),
+                                combine(framework::dataset::make("Normalization", { MagnitudeType::L1NORM, MagnitudeType::L2NORM }),
+                                combine(datasets::BorderModes(), use_fp16)));
+} // namespace
+
+using NECannyEdgeFixture = CannyEdgeFixture<Tensor, NECannyEdge, Accessor>;
+
+TEST_SUITE(NEON)
+TEST_SUITE(CannyEdge)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, NECannyEdgeFixture, framework::DatasetMode::PRECOMMIT,
+                                combine(combine(
+                                datasets::SmallImageFiles(),
+                                canny_edge_dataset),
+                                framework::dataset::make("Format", Format::U8)));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, NECannyEdgeFixture, framework::DatasetMode::NIGHTLY,
+                                combine(combine(
+                                datasets::LargeImageFiles(),
+                                canny_edge_dataset),
+                                framework::dataset::make("Format", Format::U8)));
+// clang-format on
+// *INDENT-ON*
+
+TEST_SUITE_END() // CannyEdge
+TEST_SUITE_END() // NEON
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute