diff --git a/lit_nlp/components/curves_test.py b/lit_nlp/components/curves_test.py
index 23fbfd00..cef377c4 100644
--- a/lit_nlp/components/curves_test.py
+++ b/lit_nlp/components/curves_test.py
@@ -148,38 +148,6 @@ def test_model_output_is_missing_in_config(self):
           config={'Label': 'red'},
       )
 
-  @parameterized.named_parameters(
-      dict(
-          testcase_name='red',
-          label='red',
-          exp_roc=[(0.0, 0.0), (0.0, 0.5), (1.0, 0.5), (1.0, 1.0)],
-          exp_pr=[(0.5, 0.5), (2 / 3, 1.0), (1.0, 0.5), (1.0, 0.0)],
-      ),
-      dict(
-          testcase_name='blue',
-          label='blue',
-          exp_roc=[(0.0, 0.0), (0.0, 1.0), (1.0, 1.0)],
-          exp_pr=[(1.0, 1.0), (1.0, 0.0)],
-      ),
-  )
-  def test_interpreter_honors_user_selected_label(
-      self, label: str, exp_roc: _Curve, exp_pr: _Curve
-  ):
-    """Tests a happy scenario when a user doesn't specify the class label."""
-    curves_data = self.ci.run(
-        inputs=self.dataset.examples,
-        model=self.model,
-        dataset=self.dataset,
-        config={
-            curves.TARGET_LABEL_KEY: label,
-            curves.TARGET_PREDICTION_KEY: 'pred',
-        },
-    )
-    self.assertIn(curves.ROC_DATA, curves_data)
-    self.assertIn(curves.PR_DATA, curves_data)
-    self.assertEqual(curves_data[curves.ROC_DATA], exp_roc)
-    self.assertEqual(curves_data[curves.PR_DATA], exp_pr)
-
   def test_config_spec(self):
     """Tests that the interpreter config has correct fields of correct type."""
     spec = self.ci.config_spec()