Update README.md

README.md

@@ -86,6 +86,8 @@ The following hyperparameters were used during training:
 
 ### Training results
 
+When evaluated on 1000 samples from the evaluation dataset, our model achieved an impressive accuracy of 76.30%. However, there's room for improvement. We could enhance the model's performance by exploring techniques like few-shot learning, RAG, and Self-healing to generate the SQL query.
+
 
 
 ### Framework versions