Update README.md

README.md

@@ -49,7 +49,7 @@ We compared the model against `all-minilm-l6-v2`/`all-mpnet-base-v2` from sbert
 |------------------------------|-----|------|
 |all-minilm-l6-v2|33m      |128|
 |all-mpnet-base-v2 |110m     |128|
-|ada-embedding-002|Unknown/API based  |8192|
+|ada-embedding-002|Unknown/OpenAI API  |8192|
 |jina-embedding-s-en-v1|35m      |512|
 |jina-embedding-b-en-v1|110m      |512|
 |jina-embedding-l-en-v1|330m      |512|
@@ -57,12 +57,12 @@ We compared the model against `all-minilm-l6-v2`/`all-mpnet-base-v2` from sbert
 
 |Name|STS12|STS13|STS14|STS15|STS16|STS17|TRECOVID|Quora|SciFact|
 |------------------------------|-----|-----|-----|-----|-----|-----|--------|-----|-----|
-|all-minilm-l6-v2|0.724|0.806|0.756|0.854|0.79 |0.876|0.473   |0.876|0.645  |
-|all-mpnet--base-v2|0.726|0.835|0.78 |0.857|0.8  |0.906|0.513   |0.875|0.656  |
-|ada-embedding-002|0.698|0.833|0.761|0.861|0.86 |0.903|0.685   |0.876|0.726  |
-|jina-embedding-s-en-v1|0.738|0.781|0.732|0.833|0.785|0.859|0.471   |0.852|0.567  |
+|all-minilm-l6-v2|0.724|0.806|0.756|0.854|0.79 |0.876|0.473   |**0.876**|0.645  |
+|all-mpnet--base-v2|0.726|**0.835**|**0.78** |0.857|0.8  |**0.906**|0.513   |0.875|0.656  |
+|ada-embedding-002|0.698|0.833|0.761|**0.861**|**0.86** |0.903|**0.685**   |**0.876**|**0.726**  |
+|jina-embedding-s-en-v1|**0.738**|0.781|0.732|0.833|0.785|0.859|0.471   |0.852|0.567  |
 |jina-embedding-b-en-v1|0.736|0.804|0.745|0.844|0.793|0.873|0.481   |0.87|0.616  |
-|jina-embedding-l-en-v1|0.735|0.829|0.759|0.844|0.8|0.888|0.465   |0.876|0.645  |
+|jina-embedding-l-en-v1|0.736|0.832|0.762|0.846|0.805|0.885|0.477   |**0.876**|0.65  |
 
 For more tasks and metrics, please checkout [MTEB](https://huggingface.co/spaces/mteb/leaderboard) benchmark.