def METHOD_NAME(tmp_path):
    """Test adding estimator with args specified."""
    benchmark = benchmarks.BaseBenchmark()
    benchmark.add_estimator(
        estimator=NaiveForecaster(strategy="drift"),
        estimator_id="test_id-v1",
    )
    benchmark._add_task(factory_estimator_class_task)
    results_file = tmp_path / "results.csv"
    results_df = benchmark.run(results_file)
    assert results_df.iloc[0, 1] == "test_id-v1"