Update README.md

README.md

@@ -17,46 +17,37 @@ tags:
 - sentence-transformers
 - sentence-similarity
 - feature-extraction
+- mteb
 model-index:
-- name: SentenceTransformer based on FacebookAI/xlm-roberta-large
+- name: omarelshehy/Arabic-STS-Matryoshka
   results:
-  - task:
-      type: semantic-similarity
-      name: Semantic Similarity
-    dataset:
-      name: sts dev
-      type: sts-dev
+  - dataset:
+      config: ar-ar
+      name: MTEB STS17 (ar-ar)
+      revision: faeb762787bd10488a50c8b5be4a3b82e411949c
+      split: test
+      type: mteb/sts17-crosslingual-sts
     metrics:
-    - type: pearson_cosine
-      value: 0.8256350418804052
-      name: Pearson Cosine
-    - type: spearman_cosine
-      value: 0.827478494281667
-      name: Spearman Cosine
-    - type: pearson_manhattan
-      value: 0.8228224900306127
-      name: Pearson Manhattan
-    - type: spearman_manhattan
-      value: 0.8284011632112219
-      name: Spearman Manhattan
-    - type: pearson_euclidean
-      value: 0.8231973876582674
-      name: Pearson Euclidean
-    - type: spearman_euclidean
-      value: 0.8288613978074281
-      name: Spearman Euclidean
-    - type: pearson_dot
-      value: 0.8016573454999604
-      name: Pearson Dot
-    - type: spearman_dot
-      value: 0.8004396683364462
-      name: Spearman Dot
-    - type: pearson_max
-      value: 0.8256350418804052
-      name: Pearson Max
-    - type: spearman_max
-      value: 0.8288613978074281
-      name: Spearman Max
+    - type: cosine_pearson
+      value: 81.88865368687937
+    - type: cosine_spearman
+      value: 82.90236782891859
+    - type: euclidean_pearson
+      value: 81.21254869664341
+    - type: euclidean_spearman
+      value: 82.28002933909444
+    - type: main_score
+      value: 82.90236782891859
+    - type: manhattan_pearson
+      value: 81.26482951395201
+    - type: manhattan_spearman
+      value: 82.36146806563059
+    - type: pearson
+      value: 81.88865526924
+    - type: spearman
+      value: 82.89304993265725
+    task:
+      type: STS
 license: apache-2.0
 language:
 - ar