diff --git a/src/backends/neon/test/NeonCreateWorkloadTests.cpp b/src/backends/neon/test/NeonCreateWorkloadTests.cpp
index e6e1574..643ecd5 100644
--- a/src/backends/neon/test/NeonCreateWorkloadTests.cpp
+++ b/src/backends/neon/test/NeonCreateWorkloadTests.cpp
@@ -875,6 +875,13 @@
     NeonCreateStackWorkloadTest<armnn::DataType::Float32>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2);
 }
 
+#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
+BOOST_AUTO_TEST_CASE(CreateStackFloat16Workload)
+{
+    NeonCreateStackWorkloadTest<armnn::DataType::Float16>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2);
+}
+#endif
+
 BOOST_AUTO_TEST_CASE(CreateStackUint8Workload)
 {
     NeonCreateStackWorkloadTest<armnn::DataType::QuantisedAsymm8>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2);