diff --git a/.github/workflows/compilation_on_windows.yml b/.github/workflows/compilation_on_windows.yml
index 416d76099..3805dac30 100644
--- a/.github/workflows/compilation_on_windows.yml
+++ b/.github/workflows/compilation_on_windows.yml
@@ -39,6 +39,12 @@ on:
   # allow to be triggered manually
   workflow_dispatch:
 
+env:
+  # For Spec Test
+  DEFAULT_TEST_OPTIONS: "-s spec -b"
+  MULTI_MODULES_TEST_OPTIONS: "-s spec -b -M"
+  THREADS_TEST_OPTIONS: "-s spec -b -p"
+
 # Cancel any in-flight jobs for the same PR/branch so there's only one active
 # at a time
 concurrency:
@@ -77,3 +83,30 @@ jobs:
           mkdir build && cd build
           cmake .. ${{ matrix.build_options }}
           cmake --build . --config Release --parallel 4
+
+  test:
+    runs-on: windows-latest
+    needs: [build]
+    strategy:
+      fail-fast: false
+      matrix:
+        running_mode:
+          [
+            "classic-interp",
+            "fast-interp",
+          ]
+        test_option:
+          [
+            $DEFAULT_TEST_OPTIONS,
+            $MULTI_MODULES_TEST_OPTIONS,
+            $THREADS_TEST_OPTIONS,
+          ]
+    steps:
+      - name: checkout
+        uses: actions/checkout@v3
+
+      - name: run tests
+        shell: bash
+        timeout-minutes: 20
+        run: ./test_wamr.sh ${{ matrix.test_option }} -t ${{ matrix.running_mode }}
+        working-directory: ./tests/wamr-test-suites
diff --git a/core/iwasm/common/wasm_application.c b/core/iwasm/common/wasm_application.c
index 2ed217e7a..a046f2da2 100644
--- a/core/iwasm/common/wasm_application.c
+++ b/core/iwasm/common/wasm_application.c
@@ -370,6 +370,18 @@ execute_func(WASMModuleInstanceCommon *module_inst, const char *name,
             {
                 float32 f32 = strtof(argv[i], &endptr);
                 if (isnan(f32)) {
+#ifdef _MSC_VER
+                    /*
+                     * Spec tests require the binary representation of NaN to be
+                     * 0x7fc00000 for float and 0x7ff8000000000000 for float;
+                     * however, in MSVC compiler, strtof doesn't return this
+                     * exact value, causing some of the spec test failures. We
+                     * use the value returned by nan/nanf as it is the one
+                     * expected by spec tests.
+                     *
+                     */
+                    f32 = nanf("");
+#endif
                     if (argv[i][0] == '-') {
                         union ieee754_float u;
                         u.f = f32;
@@ -404,6 +416,9 @@ execute_func(WASMModuleInstanceCommon *module_inst, const char *name,
                 } u;
                 u.val = strtod(argv[i], &endptr);
                 if (isnan(u.val)) {
+#ifdef _MSC_VER
+                    u.val = nan("");
+#endif
                     if (argv[i][0] == '-') {
                         union ieee754_double ud;
                         ud.d = u.val;
@@ -567,7 +582,7 @@ execute_func(WASMModuleInstanceCommon *module_inst, const char *name,
             {
 #if UINTPTR_MAX == UINT32_MAX
                 if (argv1[k] != 0 && argv1[k] != (uint32)-1)
-                    os_printf("%p:ref.extern", (void *)argv1[k]);
+                    os_printf("0x%" PRIxPTR ":ref.extern", (void *)argv1[k]);
                 else
                     os_printf("extern:ref.null");
                 k++;
@@ -580,7 +595,7 @@ execute_func(WASMModuleInstanceCommon *module_inst, const char *name,
                 u.parts[1] = argv1[k + 1];
                 k += 2;
                 if (u.val && u.val != (uintptr_t)-1LL)
-                    os_printf("%p:ref.extern", (void *)u.val);
+                    os_printf("0x%" PRIxPTR ":ref.extern", (void *)u.val);
                 else
                     os_printf("extern:ref.null");
 #endif