Update README.md

README.md

@@ -9,15 +9,6 @@ pipeline_tag: sentence-similarity
 
 
 
-## Model List
-The evaluation dataset is in Chinese, and we used the same language model **RoBERTa large** on different methods.
-|          Model          | STS-B(w-avg) | ATEC | BQ | LCQMC | PAWSX | Avg. |
-|:-----------------------:|:------------:|:-----------:|:----------|:----------|:----------:|:----------:|
-|  [BAAI/bge-large-zh](https://huggingface.co/BAAI/bge-large-zh)  |  78.61| -| -| -| -| -|
-|  [BAAI/bge-large-zh-v1.5](https://huggingface.co/BAAI/bge-large-zh-v1.5)  |  79.07| -| -| -| -| -|
-|  [hellonlp/simcse-large-zh](https://huggingface.co/hellonlp/simcse-roberta-large-zh)  |  81.32| -| -| -| -| -|
-
-
 
 ## Data List
 The following datasets are all in Chinese.
@@ -33,6 +24,19 @@ The following datasets are all in Chinese.
 
 
 
+
+## Model List
+The evaluation dataset is in Chinese, and we used the same language model **RoBERTa base** on different methods.  In addition, considering that the test set of some datasets is small, which may lead to a large deviation in evaluation accuracy, the evaluation data here uses train, valid and test at the same time, and the final evaluation result adopts the **weighted average (w-avg)** method.
+
+|          Model          | STS-B(w-avg) | ATEC | BQ | LCQMC | PAWSX | Avg. |
+|:-----------------------:|:------------:|:-----------:|:----------|:----------|:----------:|:----------:|
+|  [BAAI/bge-large-zh](https://huggingface.co/BAAI/bge-large-zh)  |  78.61| -| -| -| -| -|
+|  [BAAI/bge-large-zh-v1.5](https://huggingface.co/BAAI/bge-large-zh-v1.5)  |  79.07| -| -| -| -| -|
+|  [hellonlp/simcse-large-zh](https://huggingface.co/hellonlp/simcse-roberta-large-zh)  |  81.32| -| -| -| -| -|
+
+
+
+
 ## Uses
 You can use our model for encoding sentences into embeddings
 ```python