diff --git a/tests/benchmark/fixtures/ScaleFixture.h b/tests/benchmark/fixtures/ScaleFixture.h
index cd51f57..b2fbd9c 100644
--- a/tests/benchmark/fixtures/ScaleFixture.h
+++ b/tests/benchmark/fixtures/ScaleFixture.h
@@ -41,11 +41,17 @@
 {
 public:
     template <typename...>
-    void setup(TensorShape shape, DataType data_type, InterpolationPolicy policy, BorderMode border_mode, SamplingPolicy sampling_policy)
+    void setup(TensorShape shape, DataType data_type, DataLayout data_layout, InterpolationPolicy policy, BorderMode border_mode, SamplingPolicy sampling_policy)
     {
         constexpr float max_width  = 8192.0f;
         constexpr float max_height = 6384.0f;
 
+        // Change shape in case of NHWC.
+        if(data_layout == DataLayout::NHWC)
+        {
+            permute(shape, PermutationVector(2U, 0U, 1U));
+        }
+
         std::mt19937                          generator(library->seed());
         std::uniform_real_distribution<float> distribution_float(0.25f, 3.0f);
         float                                 scale_x = distribution_float(generator);
@@ -57,9 +63,12 @@
         std::uniform_int_distribution<uint8_t> distribution_u8(0, 255);
         uint8_t                                constant_border_value = static_cast<uint8_t>(distribution_u8(generator));
 
+        const int idx_width  = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH);
+        const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT);
+
         TensorShape shape_scaled(shape);
-        shape_scaled.set(0, shape[0] * scale_x);
-        shape_scaled.set(1, shape[1] * scale_y);
+        shape_scaled.set(idx_width, shape[idx_width] * scale_x);
+        shape_scaled.set(idx_height, shape[idx_height] * scale_y);
 
         // Create tensors
         src = create_tensor<TensorType>(shape, data_type);