Update README.md

README.md

@@ -44,13 +44,15 @@ chuxin-embedding 是专为增强中文文本检索能力而设计的嵌入模型
 | Zhihui_LLM_Embedding | 	76.74       | 48.69     | 84.39          | 91.34         | 71.96         | 65.19     | 84.77        |88.3     | 79.31        |
 |   zpoint_large_embedding_zh  | 76.36       | 47.16     | 89.14          | 89.23         | 70.74          | 68.14     | 82.38        | 83.81     | 80.26        |
 | **chuxin-embedding** | **78.23**  | 55.84     | 84.28          | 85.98         | 74.85         | 77.23     |   79.17   | 84.42   |   84.12    |
+| **chuxin-embedding（当前）** | **77.50**  | 55.78     | 83.87          | 85.4         | 73.88         | 75.19     |   78.76   | 83.46   |   83.71    |
+
 
 **AIR-Bench**
-| Model                 | **Average** | **wiki_zh** | **web_zh** | **news_zh** | **healthcare_zh**   | **finance_zh** |
-| :-------------------: | :---------: | :-------: | :------------: | :-----------: | :-----------: | :----------: |
-| Zhihui_LLM_Embedding | 	76.74       | 48.69     | 84.39          | 91.34         | 71.96         | 65.19     |
-|   zpoint_large_embedding_zh  | 76.36       | 47.16     | 89.14          | 89.23         | 70.74          | 68.14     |
-| **chuxin-embedding** | **78.23**  | 55.84     | 84.28          | 85.98         | 74.85         | 77.23     |
+| Retrieval Method       |    Reranking Model      | **Average** | **wiki_zh** | **web_zh** | **news_zh** | **healthcare_zh**   | **finance_zh** |
+| :-------------------: | :---------:| :---------: | :-------: | :------------: | :-----------: | :-----------: | :----------: |
+| bge-m3 | bge-reranker-large	|   64.53   | 76.11     |     67.8      | 63.25        |    62.9      |    52.61   |
+| gte-Qwen2-7B-instruct  |bge-reranker-large |   63.39    | 78.09     |    67.56     | 63.14         |   61.12    | 47.02    |
+| **chuxin-embedding** | bge-reranker-large | **64.7** |76.14     | 68.34          |     64.09    | 63.03         | 51.89     |
 
 
 ## Generate Embedding for text