diff --git a/src/evaluate/module.py b/src/evaluate/module.py
index b86f2817b..cbb5b8853 100644
--- a/src/evaluate/module.py
+++ b/src/evaluate/module.py
@@ -972,7 +972,6 @@ def compute(self, predictions=None, references=None, **kwargs):
 
         for evaluation_module in self.evaluation_modules:
             batch = {"predictions": predictions, "references": references, **kwargs}
-            batch = {input_name: batch[input_name] for input_name in evaluation_module._feature_names()}
             results.append(evaluation_module.compute(**batch))
 
         return self._merge_results(results)
diff --git a/tests/test_metric.py b/tests/test_metric.py
index 6febddcfe..598b0f929 100644
--- a/tests/test_metric.py
+++ b/tests/test_metric.py
@@ -746,3 +746,14 @@ def test_modules_from_string(self):
         self.assertDictEqual(
             expected_result, combined_evaluation.compute(predictions=predictions, references=references)
         )
+
+    def test_modules_from_string_poslabel(self):
+        expected_result = {"recall": 1.0, "precision": 0.5}
+        predictions = [0, 1, 0]
+        references = [1, 1, 0]
+
+        combined_evaluation = combine(["recall", "precision"])
+
+        self.assertDictEqual(
+            expected_result, combined_evaluation.compute(predictions=predictions, references=references, pos_label=0)
+        )