diff --git a/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp
index 9720475..0539cd1 100644
--- a/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp
@@ -14,6 +14,8 @@
 
 #include <test/TensorHelpers.hpp>
 
+#include <doctest/doctest.h>
+
 namespace
 {
 
@@ -69,7 +71,7 @@
 
     std::cout.rdbuf(coutStreambuf);
 
-    BOOST_TEST(oss.str() == expectedStringOutput);
+    CHECK(oss.str() == expectedStringOutput);
 
     CopyDataFromITensorHandle(actualOutput.data(), outputHandle.get());
 
diff --git a/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp
index 143f9e0..2472c34 100644
--- a/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp
@@ -18,6 +18,8 @@
 
 #include <test/TensorHelpers.hpp>
 
+#include <doctest/doctest.h>
+
 namespace
 {
 
@@ -221,25 +223,25 @@
                                  expectedDetectionBoxes,
                                  outputBoxesHandle->GetShape(),
                                  detectionBoxesInfo.GetShape());
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 
     result = CompareTensors(actualDetectionClassesOutput,
                             expectedDetectionClasses,
                             classesHandle->GetShape(),
                             detectionClassesInfo.GetShape());
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 
     result = CompareTensors(actualDetectionScoresOutput,
                             expectedDetectionScores,
                             outputScoresHandle->GetShape(),
                             detectionScoresInfo.GetShape());
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 
     result = CompareTensors(actualNumDetectionOutput,
                             expectedNumDetections,
                             numDetectionHandle->GetShape(),
                             numDetectionInfo.GetShape());
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 }
 
 template<armnn::DataType QuantizedType, typename RawType = armnn::ResolveType<QuantizedType>>
diff --git a/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp
index 11003a2..035c592 100644
--- a/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp
@@ -20,6 +20,7 @@
 
 #include <test/TensorHelpers.hpp>
 
+#include <doctest/doctest.h>
 namespace
 {
 
@@ -45,11 +46,11 @@
 
     // check shape and compare values
     auto result = CompareTensors(batchVec, expectedOutput, expectedShape, expectedShape);
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 
     // check if iterator is back at start position
     batchVecEncoder->Set(1.0f);
-    BOOST_TEST(batchVec[0] == 1.0f);
+    CHECK(batchVec[0] == 1.0f);
 }
 
 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
@@ -72,11 +73,11 @@
 
     // check shape and compare values
     auto result = CompareTensors(input, expectedOutput, expectedShape, expectedShape);
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 
     // check if iterator is back at start position
     outputEncoder->Set(1.0f);
-    BOOST_TEST(input[0] == 1.0f);
+    CHECK(input[0] == 1.0f);
 
 }
 
@@ -100,11 +101,11 @@
 
     // check shape and compare values
     auto result = CompareTensors(input, expectedOutput, expectedShape, expectedShape);
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 
     // check if iterator is back at start position
     outputEncoder->Set(1.0f);
-    BOOST_TEST(input[0] == 1.0f);
+    CHECK(input[0] == 1.0f);
 }
 
 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
@@ -129,11 +130,11 @@
 
     // check shape and compare values
     auto result = CompareTensors(batchVec, expectedOutput, expectedShape, expectedShape);
-    BOOST_TEST(result.m_Result, result.m_Message.str());
+    CHECK_MESSAGE(result.m_Result, result.m_Message.str());
 
     // check if iterator is back at start position
     batchVecEncoder->Set(1.0f);
-    BOOST_TEST(batchVec[0] == 1.0f);
+    CHECK(batchVec[0] == 1.0f);
 }
 
 // Lstm Layer tests:
diff --git a/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
index cd77572..dae7483 100644
--- a/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
@@ -20,7 +20,7 @@
 
 #include <test/TensorHelpers.hpp>
 
-#include <boost/test/unit_test.hpp>
+#include <doctest/doctest.h>
 
 #include <string>
 #include <utility>