Update README.md

README.md

@@ -47,6 +47,13 @@ scores = model.predict([(Query, Paragraph1), (Query, Paragraph2)])
 
 ## Evaluation
 
-We evalute out model on 
+We evaluate our model on two different datasets using the metrics **MAP**, **MRR** and **NDCG@10**: 
+
+The purpose of this evaluation is to highlight the performance of our model with regards to: Relevant/Irrelevant labels and 
+
+1 - Dataset 1: [NAMAA-Space/Arabic-Reranking-Triplet-5-Eval](https://huggingface.co/datasets/NAMAA-Space/Arabic-Reranking-Triplet-5-Eval)
+2 - Dataset 2: [NAMAA-Space/Ar-Reranking-Eval](https://huggingface.co/datasets/NAMAA-Space/Ar-Reranking-Eval)
+
+and compare it to other famous models on the hub
 
 ![Plot](https://huggingface.co/NAMAA-Space/GATE-Reranker-V1/resolve/main/Dataset1_Evaluation.jpg)