diff --git a/tests/validation/CL/ROIAlignLayer.cpp b/tests/validation/CL/ROIAlignLayer.cpp
index acea6d4..f3fc381 100644
--- a/tests/validation/CL/ROIAlignLayer.cpp
+++ b/tests/validation/CL/ROIAlignLayer.cpp
@@ -24,9 +24,8 @@
 #include "arm_compute/runtime/CL/CLScheduler.h"
 #include "arm_compute/runtime/CL/functions/CLROIAlignLayer.h"
 #include "tests/CL/CLAccessor.h"
-#include "tests/CL/CLArrayAccessor.h"
 #include "tests/Globals.h"
-#include "tests/datasets/ROIPoolingLayerDataset.h"
+#include "tests/datasets/ROIAlignLayerDataset.h"
 #include "tests/datasets/ShapeDatasets.h"
 #include "tests/framework/Macros.h"
 #include "tests/framework/datasets/Datasets.h"
@@ -43,7 +42,10 @@
 namespace
 {
 RelativeTolerance<float> relative_tolerance_f32(0.01f);
-RelativeTolerance<float> absolute_tolerance_f32(0.001f);
+AbsoluteTolerance<float> absolute_tolerance_f32(0.001f);
+
+RelativeTolerance<float> relative_tolerance_f16(0.01f);
+AbsoluteTolerance<float> absolute_tolerance_f16(0.001f);
 } // namespace
 
 TEST_SUITE(CL)
@@ -53,17 +55,28 @@
 // clang-format off
 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
                framework::dataset::make("InputInfo", { TensorInfo(TensorShape(250U, 128U, 3U), 1, DataType::F32),
+                                                       TensorInfo(TensorShape(250U, 128U, 3U), 1, DataType::F32), // Mismatching data type input/rois
                                                        TensorInfo(TensorShape(250U, 128U, 3U), 1, DataType::F32), // Mismatching data type input/output
                                                        TensorInfo(TensorShape(250U, 128U, 2U), 1, DataType::F32), // Mismatching depth size input/output
                                                        TensorInfo(TensorShape(250U, 128U, 2U), 1, DataType::F32), // Mismatching number of rois and output batch size
+                                                       TensorInfo(TensorShape(250U, 128U, 3U), 1, DataType::F32), // Invalid number of values per ROIS
                                                        TensorInfo(TensorShape(250U, 128U, 2U), 1, DataType::F32), // Mismatching height and width input/output
 
                                                      }),
-               framework::dataset::make("NumRois", { 3U, 3U, 4U, 10U, 4U})),
+               framework::dataset::make("RoisInfo", { TensorInfo(TensorShape(5, 3U), 1, DataType::F32),
+                                                      TensorInfo(TensorShape(5, 3U), 1, DataType::F16),
+                                                      TensorInfo(TensorShape(5, 3U), 1, DataType::F32),
+                                                      TensorInfo(TensorShape(5, 4U), 1, DataType::F32),
+                                                      TensorInfo(TensorShape(5, 10U), 1, DataType::F32),
+                                                      TensorInfo(TensorShape(4, 3U), 1, DataType::F32),
+                                                      TensorInfo(TensorShape(5, 4U), 1, DataType::F32),
+                                                    })),
                framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(7U, 7U, 3U, 3U), 1, DataType::F32),
+                                                       TensorInfo(TensorShape(7U, 7U, 3U, 3U), 1, DataType::F32),
                                                        TensorInfo(TensorShape(7U, 7U, 3U, 3U), 1, DataType::F16),
                                                        TensorInfo(TensorShape(7U, 7U, 4U, 3U), 1, DataType::F32),
                                                        TensorInfo(TensorShape(7U, 7U, 2U, 3U), 1, DataType::F32),
+                                                       TensorInfo(TensorShape(7U, 7U, 3U, 3U), 1, DataType::F32),
                                                        TensorInfo(TensorShape(5U, 5U, 2U, 4U), 1, DataType::F32),
                                                      })),
                framework::dataset::make("PoolInfo", { ROIPoolingLayerInfo(7U, 7U, 1./8),
@@ -71,30 +84,35 @@
                                                       ROIPoolingLayerInfo(7U, 7U, 1./8),
                                                       ROIPoolingLayerInfo(7U, 7U, 1./8),
                                                       ROIPoolingLayerInfo(7U, 7U, 1./8),
+                                                      ROIPoolingLayerInfo(7U, 7U, 1./8),
+                                                      ROIPoolingLayerInfo(7U, 7U, 1./8),
                                                       })),
-               framework::dataset::make("Expected", { true, false, false, false, false })),
-               input_info, num_rois, output_info, pool_info, expected)
+               framework::dataset::make("Expected", { true, false, false, false, false, false, false })),
+               input_info, rois_info, output_info, pool_info, expected)
 {
-    ARM_COMPUTE_EXPECT(bool(CLROIAlignLayer::validate(&input_info.clone()->set_is_resizable(true), num_rois, &output_info.clone()->set_is_resizable(true), pool_info)) == expected, framework::LogLevel::ERRORS);
+    ARM_COMPUTE_EXPECT(bool(CLROIAlignLayer::validate(&input_info.clone()->set_is_resizable(true), &rois_info.clone()->set_is_resizable(true), &output_info.clone()->set_is_resizable(true), pool_info)) == expected, framework::LogLevel::ERRORS);
 }
 // clang-format on
 // *INDENT-ON*
 
 template <typename T>
-using CLROIAlignLayerFixture = ROIAlignLayerFixture<CLTensor, CLAccessor, CLROIAlignLayer, CLArray<ROI>, CLArrayAccessor<ROI>, T>;
+using CLROIAlignLayerFixture = ROIAlignLayerFixture<CLTensor, CLAccessor, CLROIAlignLayer, T>;
 
 TEST_SUITE(Float)
-TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(SmallROIAlignLayer, CLROIAlignLayerFixture<float>, framework::DatasetMode::ALL,
-                       framework::dataset::combine(framework::dataset::combine(datasets::SmallROIPoolingLayerDataset(),
-                                                                               framework::dataset::make("DataType", { DataType::F32 })),
-                                                   framework::dataset::make("Batches", { 1, 4, 8 })))
+FIXTURE_DATA_TEST_CASE(SmallROIAlignLayerFloat, CLROIAlignLayerFixture<float>, framework::DatasetMode::ALL,
+                       framework::dataset::combine(datasets::SmallROIAlignLayerDataset(),
+                                                   framework::dataset::make("DataType", { DataType::F32 })))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, relative_tolerance_f32, .02f, absolute_tolerance_f32);
 }
-TEST_SUITE_END() // FP32
-
+FIXTURE_DATA_TEST_CASE(SmallROIAlignLayerHalf, CLROIAlignLayerFixture<half>, framework::DatasetMode::ALL,
+                       framework::dataset::combine(datasets::SmallROIAlignLayerDataset(),
+                                                   framework::dataset::make("DataType", { DataType::F16 })))
+{
+    // Validate output
+    validate(CLAccessor(_target), _reference, relative_tolerance_f16, .02f, absolute_tolerance_f16);
+}
 TEST_SUITE_END() // Float
 
 TEST_SUITE_END() // RoiAlign