diff --git a/onnxruntime/test/contrib_ops/qlinear_pool_test.cc b/onnxruntime/test/contrib_ops/qlinear_pool_test.cc
index 94916ebec3..13408ace01 100644
--- a/onnxruntime/test/contrib_ops/qlinear_pool_test.cc
+++ b/onnxruntime/test/contrib_ops/qlinear_pool_test.cc
@@ -206,8 +206,8 @@ static std::vector<uint8_t> transpose_to_nhwc(const std::vector<uint8_t>& nchw_d
   auto channels = nchw_dims[1];
   int64_t image_size = std::accumulate(nchw_dims.begin() + 2, nchw_dims.end(), 1LL, std::multiplies<int64_t>());
   for (int64_t b = 0; b < batch_count; b++) {
-    const uint8_t* nchw_image = nchw_data.data() + (b * image_size);
-    uint8_t* nhwc_image = nhwc_data.data() + (b * image_size);
+    const uint8_t* nchw_image = nchw_data.data() + (b * channels * image_size);
+    uint8_t* nhwc_image = nhwc_data.data() + (b * channels * image_size);
     for (int64_t img_index = 0; img_index < image_size; ++img_index) {
       for (int64_t c = 0; c < channels; c++) {
         *nhwc_image++ = nchw_image[c * image_size + img_index];
@@ -331,6 +331,16 @@ TEST(QLinearPoolTest, AveragePool2D_IncludePadPixel) {
       1);            // count_include_pad
 }
 
+TEST(QLinearPoolTest, AveragePool2D_MultiChannel) {
+  RunQLinearAveragePoolNchwU8(
+      {1, 3, 5, 7},  // x shape
+      {1, 3, 6, 4},  // expected y shape
+      {3, 4},        // kernel shape
+      {1, 2},        // strides
+      {1, 3, 2, 1},  // pads
+      1);            // count_include_pad
+}
+
 TEST(QLinearPoolTest, AveragePool3D_ExcludePadPixel) {
   RunQLinearAveragePoolNchwU8(
       {1, 1, 5, 7, 9},     // x shape
@@ -394,6 +404,16 @@ TEST(QLinearPoolTest, AveragePool2D_IncludePadPixel_nhwc) {
       1);            // count_include_pad
 }
 
+TEST(QLinearPoolTest, AveragePool2D_MultiChannel_nhwc) {
+  RunQLinearAveragePoolNhwcU8(
+      {1, 3, 5, 7},  // x shape
+      {1, 3, 6, 4},  // expected y shape
+      {3, 4},        // kernel shape
+      {1, 2},        // strides
+      {1, 3, 2, 1},  // pads
+      1);            // count_include_pad
+}
+
 TEST(QLinearPoolTest, AveragePool3D_ExcludePadPixel_nhwc) {
   RunQLinearAveragePoolNhwcU8(
       {1, 1, 5, 7, 9},     // x shape