diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
index b2a965cbda..954e3054ee 100644
--- a/.github/workflows/main.yaml
+++ b/.github/workflows/main.yaml
@@ -267,14 +267,21 @@ jobs:
           ls -lah
       - name: Upload coverage to Codecov
         if: ${{ github.repository == 'milvus-io/milvus' }}
-        uses: Wandalen/wretry.action@v3.5.0
+        uses: codecov/codecov-action@v4
+        id: upload_cov
         with:
-          action: codecov/codecov-action@v4
-          with: |
-            token: ${{ secrets.CODECOV_TOKEN }}
-            files: ./go_coverage.txt,./lcov_output.info,./it_coverage.txt
-            name: ubuntu-20.04-unittests
-            fail_ci_if_error: true
-            disable_safe_directory: true
-          attempt_limit: 10
-          attempt_delay: 30000
+          token: ${{ secrets.CODECOV_TOKEN }}
+          files: ./go_coverage.txt,./lcov_output.info,./it_coverage.txt
+          name: ubuntu-20.04-unittests
+          fail_ci_if_error: true
+          disable_safe_directory: true
+      - name: Retry Upload coverage to Codecov
+        if: ${{ failure()  && github.repository == 'milvus-io/milvus' }}
+        uses: codecov/codecov-action@v4
+        id: retry_upload_cov
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          files: ./go_coverage.txt,./lcov_output.info,./it_coverage.txt
+          name: ubuntu-20.04-unittests
+          fail_ci_if_error: true
+          disable_safe_directory: true