Update README.md

README.md

@@ -28,7 +28,7 @@ This arzRoBERTa<sub>BASE</sub> model has been trained *from scratch* on the Egyp
 It achieves the following results on the evaluation set:
 
 - Pseudo-Perplexity: 115.80
-- Evaluation Dataset: [MASD](https://huggingface.co/datasets/SaiedAlshahrani/MASD) 
+
 
 ## Model description
 
@@ -71,6 +71,12 @@ The following hyperparameters were used during training:
 | 14677.117400   | 248.119000               | 0.970000               | 120746231839334400.000000 | 0.908513   | 5.000000 |
 
 
+### Evaluation results
+This arzRoBERTa<sub>BASE</sub> model has been evaluated on the Masked Arab States Dataset ([SaiedAlshahrani/MASD](https://huggingface.co/datasets/SaiedAlshahrani/MASD)).
+| K=10 | K=50  | K=100 | 
+|:----:|:-----:|:----:|
+| 8.12%| 25.62% | 35% | 
+ 
 
 ### Framework versions