Update README.md

README.md

@@ -2646,24 +2646,24 @@ More info will be released together with the technique report.
 
 We compared the model against `all-minilm-l6-v2`/`all-mpnet-base-v2` from sbert and `text-embeddings-ada-002` from OpenAI:
 
-|Name|param    |context|
+|Name|param    |dimension|
 |------------------------------|-----|------|
-|all-minilm-l6-v2|33m      |128|
-|all-mpnet-base-v2 |110m     |128|
+|all-minilm-l6-v2|33m      |384|
+|all-mpnet-base-v2 |110m     |768|
 |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|
+|jina-embedding-b-en-v1|110m      |768|
+|jina-embedding-l-en-v1|330m      |1024|
 
 
 |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  |
+|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|0.742|0.786|0.738|0.837|0.80|0.875|0.543   |0.857|0.608  |
 |jina-embedding-b-en-v1|**0.751**|0.809|0.761|0.856|0.812|0.89|0.601   |0.876|0.645  |
-|jina-embedding-l-en-v1|0.739|**0.844**|0.778|**0.863**|0.829|0.896|0.526   |**0.882**|0.652  |
+|jina-embedding-l-en-v1|0.745|0.832|**0.781**|**0.869**|0.837|0.902|0.604   |**0.881**|0.645  |
 
 *update: we have updated the checkpoints for small/base model, re-evaluation of large model and BEIR is running in progress.*