diff --git a/tools/ci_build/github/azure-pipelines/win-qnn-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/win-qnn-ci-pipeline.yml
index 28fbe4a109..787acd28c5 100644
--- a/tools/ci_build/github/azure-pipelines/win-qnn-ci-pipeline.yml
+++ b/tools/ci_build/github/azure-pipelines/win-qnn-ci-pipeline.yml
@@ -88,6 +88,12 @@ jobs:
       Platform: 'x64'
       BuildConfig: $(BuildConfig)
 
+  - script: |
+      set ORT_UNIT_TEST_MAIN_LOG_LEVEL=0
+      .\onnxruntime_test_all --gtest_filter="QnnCPUBackendTests.AveragePool_AsGlobal"
+    displayName: Run QnnCPUBackendTests.AveragePool_AsGlobal unit test
+    workingDirectory: $(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig)
+
   - script: |
       python $(Build.SourcesDirectory)\tools\ci_build\build.py ^
         --config $(BuildConfig) ^