diff --git a/README.md b/README.md
index 5733da6b4ca6e8a9e010e8539b58afa3fd5032cf..1eefb1423626b7b9afcd20c9f7f38d3ee18bb2bf 100644
--- a/README.md
+++ b/README.md
@@ -58,10 +58,10 @@ PaddleOCR开源的文本检测算法列表：
 算法效果：
 |模型|骨干网络|Hmean|
 |-|-|-|
-|EAST|[ResNet50_vd](https://paddleocr.bj.bcebos.com/det_r50_vd_east.tar)|85.85%|
-|EAST|[MobileNetV3](https://paddleocr.bj.bcebos.com/det_mv3_east.tar)|79.08%|
-|DB|[ResNet50_vd](https://paddleocr.bj.bcebos.com/det_r50_vd_db.tar)|83.30%|
-|DB|[MobileNetV3](https://paddleocr.bj.bcebos.com/det_mv3_db.tar)|73.00%|
+|[EAST](https://paddleocr.bj.bcebos.com/det_r50_vd_east.tar)|ResNet50_vd|85.85%|
+|[EAST](https://paddleocr.bj.bcebos.com/det_mv3_east.tar)|MobileNetV3|79.08%|
+|[DB](https://paddleocr.bj.bcebos.com/det_r50_vd_db.tar)|ResNet50_vd|83.30%|
+|[DB](https://paddleocr.bj.bcebos.com/det_mv3_db.tar)|MobileNetV3|73.00%|
 
 PaddleOCR文本检测算法的训练与使用请参考[文档](./doc/detection.md)。
 
@@ -78,14 +78,14 @@ PaddleOCR开源的文本识别算法列表：
 
 |模型|骨干网络|ACC|
 |-|-|-|
-|Rosetta|[Resnet34_vd](https://paddleocr.bj.bcebos.com/rec_r34_vd_none_none_ctc.tar)|80.24%|
-|Rosetta|[MobileNetV3](https://paddleocr.bj.bcebos.com/rec_mv3_none_none_ctc.tar)|78.16%|
-|CRNN|[Resnet34_vd](https://paddleocr.bj.bcebos.com/rec_r34_vd_none_bilstm_ctc.tar)|82.20%|
-|CRNN|[MobileNetV3](https://paddleocr.bj.bcebos.com/rec_mv3_none_bilstm_ctc.tar)|79.37%|
-|STAR-Net|[Resnet34_vd](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_ctc.tar)|83.93%|
-|STAR-Net|[MobileNetV3](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_ctc.tar)|81.56%|
-|RARE|[Resnet34_vd](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_attn.tar)|84.90%|
-|RARE|[MobileNetV3](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_attn.tar)|83.32%|
+|[Rosetta](https://paddleocr.bj.bcebos.com/rec_r34_vd_none_none_ctc.tar)|Resnet34_vd|80.24%|
+|[Rosetta](https://paddleocr.bj.bcebos.com/rec_mv3_none_none_ctc.tar)|MobileNetV3|78.16%|
+|[CRNN](https://paddleocr.bj.bcebos.com/rec_r34_vd_none_bilstm_ctc.tar)|Resnet34_vd|82.20%|
+|[CRNN](https://paddleocr.bj.bcebos.com/rec_mv3_none_bilstm_ctc.tar)|MobileNetV3|79.37%|
+|[STAR-Net](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_ctc.tar)|Resnet34_vd|83.93%|
+|[STAR-Net](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_ctc.tar)|MobileNetV3|81.56%|
+|[RARE](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_attn.tar)|Resnet34_vd|84.90%|
+|[RARE](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_attn.tar)|MobileNetV3|83.32%|
 
 PaddleOCR文本识别算法的训练与使用请参考[文档](./doc/recognition.md)。
 
diff --git a/configs/rec/rec_icdar15_train.yml b/configs/rec/rec_icdar15_train.yml
index dd6796af60243ce506945167c7621214ced09352..9f94566971ea485af6b0c7e9524d1baf8aa80388 100755
--- a/configs/rec/rec_icdar15_train.yml
+++ b/configs/rec/rec_icdar15_train.yml
@@ -12,7 +12,6 @@ Global:
   image_shape: [3, 32, 100]
   max_text_length: 25
   character_type: en
-  character_dict_path: /workspace/PaddleOCR/train_data/ic15_dict.txt
   loss_type: ctc
   reader_yml: ./configs/rec/rec_icdar15_reader.yml
   pretrain_weights: ./pretrain_models/CRNN/best_accuracy 
diff --git a/doc/recognition.md b/doc/recognition.md
index e50a78aecac6086decfe53e5d4146dc953c7511b..e733ba94d3d88f37cee79e7df670d113895590c2 100644
--- a/doc/recognition.md
+++ b/doc/recognition.md
@@ -3,7 +3,7 @@
 ### 数据准备
 
 
-PaddleOCR 支持两种数据格式: `lmdb` 用于训练公开数据，调试算法, `通用数据` 训练自己的数据: 
+PaddleOCR 支持两种数据格式: `lmdb` 用于训练公开数据，调试算法; `通用数据` 训练自己的数据: 
 
 请按如下步骤设置数据集：