Update README.md

README.md

@@ -8,9 +8,9 @@ model-index:
       type: Reranking
     metrics:
     - type: mrr@10
-      value: 91.74
+      value: 91.93
     - type: ndcg@10
-      value: 84.83
+      value: 85.27
 tags: ["cross-encoder", "search", "product-search"]
 ---
 
@@ -96,7 +96,7 @@ print(scores)
 
 ## Training
 
-Trained using MSELoss using `<query, document>` pairs with `grade` as the label.
+Trained using `CrossEntropyLoss` using `<query, document>` pairs with `grade` as the label.
 
 ```python
 from sentence_transformers import InputExample