diff --git a/metrics/rouge/rouge.py b/metrics/rouge/rouge.py
index 353301cca..4d4ba3a06 100644
--- a/metrics/rouge/rouge.py
+++ b/metrics/rouge/rouge.py
@@ -119,7 +119,7 @@ def _info(self):
         )
 
     def _compute(
-        self, predictions, references, rouge_types=None, use_aggregator=True, use_stemmer=False, tokenizer=None
+        self, predictions, references, rouge_types=None, use_aggregator=True, use_stemmer=False, tokenizer=None, detailed=False
     ):
         if rouge_types is None:
             rouge_types = ["rouge1", "rouge2", "rougeL", "rougeLsum"]
@@ -148,11 +148,17 @@ def _compute(
         if use_aggregator:
             result = aggregator.aggregate()
             for key in result:
-                result[key] = result[key].mid.fmeasure
+                if not detailed:
+                    result[key] = result[key].mid.fmeasure
+                else:
+                    result[key] = result[key].mid
 
         else:
             result = {}
             for key in scores[0]:
-                result[key] = list(score[key].fmeasure for score in scores)
+                if not detailed:
+                    result[key] = list(score[key].fmeasure for score in scores)
+                else:
+                    result[key] = score[key]
 
         return result