diff --git a/tests/validation/NEON/GlobalPoolingLayer.cpp b/tests/validation/NEON/GlobalPoolingLayer.cpp
index 37950b0..7697806 100644
--- a/tests/validation/NEON/GlobalPoolingLayer.cpp
+++ b/tests/validation/NEON/GlobalPoolingLayer.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -58,7 +58,9 @@
 
 TEST_SUITE(Float)
 TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunGlobalPooling, NEGlobalPoolingLayerFixture<float>, framework::DatasetMode::ALL, combine(GlobalPoolingLayerDataset, framework::dataset::make("DataType", DataType::F32)))
+FIXTURE_DATA_TEST_CASE(RunGlobalPooling, NEGlobalPoolingLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(GlobalPoolingLayerDataset, framework::dataset::make("DataType",
+                                                                                                                  DataType::F32)),
+                                                                                                                  framework::dataset::make("DataLayout", DataLayout::NCHW)))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_f32);