diff --git a/README.md b/README.md
index d108171..a340307 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,7 @@ pipeline(model=model_name, tokenizer=model_name, revision="v1.0", task="question
 **Language:** English  
 **Downstream-task:** QA  
 **Training data:** SQuADv1  
-**Eval data:** SQuAD 
+**Eval data:** SQuAD  
 **Infrastructure**: 2x Tesla v100   
 **Code:**  See [example](https://github.com/adityaarunsinghal/Domain-Adaptation/blob/master/scripts/shell_scripts/train_movieR_just_squadv1.sh)    
 
@@ -45,7 +45,7 @@ Total train batch size (w. parallel, distributed & accumulation) = 64
 ``` 
 ## Performance
 
-### Eval on MoviesQA
+### Eval on SQuADv1
 - epoch        =    10.0
 - eval_samples =   10790
 - exact_match  = 83.6045