diff --git a/spacy/scorer.py b/spacy/scorer.py
index 49be5ae91..d8c383ab8 100644
--- a/spacy/scorer.py
+++ b/spacy/scorer.py
@@ -134,11 +134,7 @@ class Scorer:
             scores.update(self.nlp.tokenizer.score(examples, **self.cfg))  # type: ignore
         for name, component in self.nlp.pipeline:
             if hasattr(component, "score"):
-                comp_sc = component.score(examples, **self.cfg)
-                for k, v in comp_sc.items():
-                    if isinstance(v, dict):
-                        scores[k] = {**scores.get(k, {}), **v}
-                scores.update({k: v for k, v in comp_sc.items() if not isinstance(v, dict)})
+                scores.update(component.score(examples, **self.cfg))
         return scores
 
     @staticmethod