diff --git a/tests/test_eval.py b/tests/test_eval.py
index e9bf762..88c627a 100644
--- a/tests/test_eval.py
+++ b/tests/test_eval.py
@@ -99,14 +99,14 @@ def generate_fake_eval_dataset(path):
             aa.save(filename, data, fs)
 
 
-def test_evaluate(path="FAKE_MUSDB_DIR"):
-    generate_fake_eval_dataset(path)
-    p = create_argument_parser()
-    arguments = p.parse_args(["evaluate", "-p", "spleeter:4stems", "--mus_dir", path])
-    params = load_configuration(arguments.configuration)
-    metrics = evaluate.entrypoint(arguments, params)
-    for instrument, metric in metrics.items():
-        print(instrument), print(metric)
-        for m, value in metric.items():
-            print(np.median(value)), print(res_4stems[instrument][m])
-            assert np.allclose(np.median(value), res_4stems[instrument][m], atol=1e-3)
+@pytest.mark.parametrize('backend', TEST_CONFIGURATIONS)
+def test_evaluate(backend):
+    with TemporaryDirectory() as directory:
+        generate_fake_eval_dataset(directory)
+        p = create_argument_parser()
+        arguments = p.parse_args(["evaluate", "-p", "spleeter:4stems", "--mus_dir", directory, "-B", backend])
+        params = load_configuration(arguments.configuration)
+        metrics = evaluate.entrypoint(arguments, params)
+        for instrument, metric in metrics.items():
+            for m, value in metric.items():
+                assert np.allclose(np.median(value), res_4stems[backend][instrument][m], atol=1e-3)