diff --git a/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp b/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp
index 914df76..63fa69d 100644
--- a/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp
+++ b/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp
@@ -1,5 +1,5 @@
 //
-// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved.
+// Copyright © 2022-2024 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
 
@@ -134,6 +134,16 @@
     MaxPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends, PaddingMethod::IgnoreValue);
 }
 
+TEST_CASE("TosaRefMaxPool2DTwoLayerEndtoEndTestFloat32")
+{
+    MaxPool2dTwoLayerEndToEnd<DataType::Float32>(tosaDefaultBackends);
+}
+
+TEST_CASE("TosaRefMaxPool2DThreeLayerEndtoEndTestFloat32")
+{
+    MaxPool2dThreeLayerEndToEnd<DataType::Float32>(tosaDefaultBackends);
+}
+
 // Quantization
 TEST_CASE("TosaRefQuantizeFromFloat32ToInt8")
 {