diff --git a/.gitignore b/.gitignore
index 09758085..447dbc4d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -58,4 +58,5 @@ docs/_build/
 target/
 
 .venv*
-.idea
\ No newline at end of file
+.idea
+.vscode
\ No newline at end of file
diff --git a/pytest_asyncio/plugin.py b/pytest_asyncio/plugin.py
index 7665ff4d..c96d40ba 100644
--- a/pytest_asyncio/plugin.py
+++ b/pytest_asyncio/plugin.py
@@ -186,6 +186,12 @@ def wrap_in_sync(func, _loop):
     """Return a sync wrapper around an async function executing it in the
     current event loop."""
 
+    # if the function is already wrapped, we rewrap using the original one
+    # not using __wrapped__ because the original function may already be
+    # a wrapped one
+    if hasattr(func, '_raw_test_func'):
+        func = func._raw_test_func
+
     @functools.wraps(func)
     def inner(**kwargs):
         coro = func(**kwargs)
@@ -201,6 +207,7 @@ def inner(**kwargs):
                     task.exception()
                 raise
 
+    inner._raw_test_func = func
     return inner
 
 
diff --git a/setup.py b/setup.py
index e15080fe..198bad69 100644
--- a/setup.py
+++ b/setup.py
@@ -47,6 +47,7 @@ def find_version():
         "testing": [
             "coverage",
             "hypothesis >= 5.7.1",
+            "flaky >= 3.5.0"
         ],
     },
     entry_points={"pytest11": ["asyncio = pytest_asyncio.plugin"]},
diff --git a/tests/test_flaky_integration.py b/tests/test_flaky_integration.py
new file mode 100644
index 00000000..4628c6a0
--- /dev/null
+++ b/tests/test_flaky_integration.py
@@ -0,0 +1,17 @@
+"""Tests for the Flaky integration, which retries failed tests.
+"""
+import asyncio
+
+import flaky
+import pytest
+
+_threshold = -1
+
+
+@flaky.flaky(3, 2)
+@pytest.mark.asyncio
+async def test_asyncio_flaky_thing_that_fails_then_succeeds():
+    global _threshold
+    await asyncio.sleep(0.1)
+    _threshold += 1
+    assert _threshold != 1