Fixes from comments

openvino_xai/metrics/adcc.py

@@ -20,7 +20,7 @@ class ADCC(BaseMetric):
             https://github.com/aimagelab/ADCC/
     """
 
-    def __init__(self, model, preprocess_fn, postprocess_fn, explainer, device_name="AUTO", **kwargs: Any):
+    def __init__(self, model, preprocess_fn, postprocess_fn, explainer, device_name="CPU", **kwargs: Any):
         super().__init__(
             model=model, preprocess_fn=preprocess_fn, postprocess_fn=postprocess_fn, device_name=device_name
         )

openvino_xai/metrics/base.py

@@ -16,7 +16,7 @@ def __init__(
         model: ov.Model = None,
         preprocess_fn: Callable[[np.ndarray], np.ndarray] = IdentityPreprocessFN(),
         postprocess_fn: Callable[[np.ndarray], np.ndarray] = None,
-        device_name: str = "AUTO",
+        device_name: str = "CPU",
     ):
         # Pass model_predict to class initialization directly?
         self.model = model

tests/perf/conftest.py

@@ -33,7 +33,7 @@ def pytest_addoption(parser: pytest.Parser):
         help="Number of masks for black box methods." "Defaults to 5000.",
     )
     parser.addoption(
-        "--dataset-data-root",
+        "--dataset-root",
         action="store",
         default="",
         help="Path to directory with dataset images.",
@@ -190,7 +190,7 @@ def fxt_perf_summary(
 @pytest.fixture(scope="session")
 def fxt_dataset_parameters(request: pytest.FixtureRequest) -> tuple[Path | None, Path | None]:
     """Retrieve dataset parameters for tests."""
-    data_root = request.config.getoption("--dataset-data-root")
+    data_root = request.config.getoption("--dataset-root")
     ann_path = request.config.getoption("--dataset-ann-path")
 
     if data_root != "":