Update README.md

README.md

@@ -16,18 +16,27 @@ tags:
 - dataset_size:118938
 - loss:Contrastive
 model-index:
-- name: PyLate model based on rasyosef/roberta-medium-amharic
+- name: ColBERT-Amharic-Medium
   results:
   - task:
-      type: col-berttriplet
-      name: Col BERTTriplet
+      type: information-retrieval
+      name: Information Retrieval
     dataset:
       name: Amharic Passage Retrieval Dataset V2
       type: rasyosef/Amharic-Passage-Retrieval-Dataset-V2
     metrics:
-    - type: accuracy
-      value: 0.9816875457763672
-      name: Accuracy
+    - type: cosine_recall@5
+      value: 0.882
+      name: Cosine Recall@5
+    - type: cosine_recall@10
+      value: 0.913
+      name: Cosine Recall@10
+    - type: cosine_ndcg@10
+      value: 0.811
+      name: Cosine Ndcg@10
+    - type: cosine_mrr@10
+      value: 0.778
+      name: Cosine Mrr@10
 ---
 
 # ColBERT-Amharic-Medium
@@ -192,15 +201,12 @@ reranked_documents = rank.rerank(
 
 ## Evaluation
 
-### Metrics
-
-#### Col BERTTriplet
-
-* Evaluated with `pylate.evaluation.colbert_triplet.ColBERTTripletEvaluator`
-
-| Metric       | Value      |
-|:-------------|:-----------|
-| **accuracy** | **0.9817** |
+| Metric              | Value      |
+|:--------------------|:-----------|
+| cosine_recall@5   | 0.882     |
+| cosine_recall@10  | 0.913     |
+| **cosine_ndcg@10**  | **0.811** |
+| cosine_mrr@10       | 0.778     |
 
 ## Training Details