diff --git a/docs/version3.x/module_usage/text_detection.en.md b/docs/version3.x/module_usage/text_detection.en.md
index 0e9f035957..3cd8ac9126 100644
--- a/docs/version3.x/module_usage/text_detection.en.md
+++ b/docs/version3.x/module_usage/text_detection.en.md
@@ -25,7 +25,7 @@ The text detection module is a critical component of OCR (Optical Character Reco
 <tbody>
 <tr>
 <td>PP-OCRv6_medium_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">Inference Model</a>/<a href="">Training Model</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">Inference Model</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_medium_det_pretrained.pdparams">Training Model</a></td>
 <td>86.2*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -34,7 +34,7 @@ The text detection module is a critical component of OCR (Optical Character Reco
 </tr>
 <tr>
 <td>PP-OCRv6_small_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">Inference Model</a>/<a href="">Training Model</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">Inference Model</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_small_det_pretrained.pdparams">Training Model</a></td>
 <td>84.1*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -43,7 +43,7 @@ The text detection module is a critical component of OCR (Optical Character Reco
 </tr>
 <tr>
 <td>PP-OCRv6_tiny_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">Inference Model</a>/<a href="">Training Model</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">Inference Model</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_tiny_det_pretrained.pdparams">Training Model</a></td>
 <td>80.6*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -89,6 +89,8 @@ The text detection module is a critical component of OCR (Optical Character Reco
 </tbody>
 </table>
 
+> *Note: PP-OCRv6 metrics are evaluated on an internal multi-scenario evaluation set, while PP-OCRv5/v4 metrics are based on a general evaluation set. As the evaluation sets differ, the metrics are not directly comparable.
+
 <strong>Testing Environment:</strong>
 
   <ul>
diff --git a/docs/version3.x/module_usage/text_detection.md b/docs/version3.x/module_usage/text_detection.md
index 3b783cf405..981686cda0 100644
--- a/docs/version3.x/module_usage/text_detection.md
+++ b/docs/version3.x/module_usage/text_detection.md
@@ -25,7 +25,7 @@ comments: true
 <tbody>
 <tr>
 <td>PP-OCRv6_medium_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">推理模型</a>/<a href="">训练模型</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_medium_det_pretrained.pdparams">训练模型</a></td>
 <td>86.2*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -34,7 +34,7 @@ comments: true
 </tr>
 <tr>
 <td>PP-OCRv6_small_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">推理模型</a>/<a href="">训练模型</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_small_det_pretrained.pdparams">训练模型</a></td>
 <td>84.1*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -43,7 +43,7 @@ comments: true
 </tr>
 <tr>
 <td>PP-OCRv6_tiny_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">推理模型</a>/<a href="">训练模型</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_tiny_det_pretrained.pdparams">训练模型</a></td>
 <td>80.6*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -89,6 +89,8 @@ comments: true
 </tbody>
 </table>
 
+> *注：PP-OCRv6 指标基于内部多场景评估集测得，PP-OCRv5/v4 指标基于通用评估集测得，两者评估集不同，指标不可直接对比。
+
 <strong>测试环境说明:</strong>
 
   <ul>
diff --git a/docs/version3.x/module_usage/text_recognition.en.md b/docs/version3.x/module_usage/text_recognition.en.md
index f46fc47202..3f0f4bd816 100644
--- a/docs/version3.x/module_usage/text_recognition.en.md
+++ b/docs/version3.x/module_usage/text_recognition.en.md
@@ -105,6 +105,8 @@ en_PP-OCRv4_mobile_rec_infer.tar">Inference Model</a>/<a href="https://paddle-mo
 </tr>
 </table>
 
+> *Note: PP-OCRv6 metrics are evaluated on an internal multi-scenario evaluation set, while PP-OCRv5/v4 metrics are based on a general evaluation set. As the evaluation sets differ, the metrics are not directly comparable.
+
 > ❗ The above lists the <b>4 core models</b> mainly supported by the text recognition module. The module supports a total of <b>20 full models</b>, including multiple multilingual text recognition models. The complete model list is as follows:
 
 <details><summary> 👉Model List Details</summary>
diff --git a/docs/version3.x/module_usage/text_recognition.md b/docs/version3.x/module_usage/text_recognition.md
index 1ce8f60715..0a03e74b16 100644
--- a/docs/version3.x/module_usage/text_recognition.md
+++ b/docs/version3.x/module_usage/text_recognition.md
@@ -105,6 +105,8 @@ en_PP-OCRv4_mobile_rec_infer.tar">推理模型</a>/<a href="https://paddle-model
 </tr>
 </table>
 
+> *注：PP-OCRv6 指标基于内部多场景评估集测得，PP-OCRv5/v4 指标基于通用评估集测得，两者评估集不同，指标不可直接对比。
+
 > ❗ 以上列出的是文本识别模块重点支持的<b>4个核心模型</b>，该模块总共支持<b>20个全量模型</b>，包含多个多语言文本识别模型，完整的模型列表如下：
 
 <details><summary> 👉模型列表详情</summary>
diff --git a/docs/version3.x/pipeline_usage/OCR.en.md b/docs/version3.x/pipeline_usage/OCR.en.md
index c5d395f99c..e7ab477300 100644
--- a/docs/version3.x/pipeline_usage/OCR.en.md
+++ b/docs/version3.x/pipeline_usage/OCR.en.md
@@ -131,7 +131,7 @@ In this pipeline, you can select models based on the benchmark test data provide
 <tbody>
 <tr>
 <td>PP-OCRv6_medium_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">Inference Model</a>/<a href="">Training Model</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">Inference Model</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_medium_det_pretrained.pdparams">Training Model</a></td>
 <td>86.2*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -140,7 +140,7 @@ In this pipeline, you can select models based on the benchmark test data provide
 </tr>
 <tr>
 <td>PP-OCRv6_small_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">Inference Model</a>/<a href="">Training Model</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">Inference Model</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_small_det_pretrained.pdparams">Training Model</a></td>
 <td>84.1*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -149,7 +149,7 @@ In this pipeline, you can select models based on the benchmark test data provide
 </tr>
 <tr>
 <td>PP-OCRv6_tiny_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">Inference Model</a>/<a href="">Training Model</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">Inference Model</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_tiny_det_pretrained.pdparams">Training Model</a></td>
 <td>80.6*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -194,6 +194,9 @@ In this pipeline, you can select models based on the benchmark test data provide
 </tr>
 </tbody>
 </table>
+
+> *Note: PP-OCRv6 metrics are evaluated on an internal multi-scenario evaluation set, while PP-OCRv5/v4 metrics are based on a general evaluation set. As the evaluation sets differ, the metrics are not directly comparable.
+
 </details>
 
 <details>
@@ -291,6 +294,8 @@ en_PP-OCRv4_mobile_rec_infer.tar">Inference Model</a>/<a href="https://paddle-mo
 </tr>
 </table>
 
+> *Note: PP-OCRv6 metrics are evaluated on an internal multi-scenario evaluation set, while PP-OCRv5/v4 metrics are based on a general evaluation set. As the evaluation sets differ, the metrics are not directly comparable.
+
 > ❗ The above section lists the <b>6 core models</b> that are primarily supported by the text recognition module. In total, the module supports <b>20 comprehensive models</b>, including multiple multilingual text recognition models. Below is the complete list of models:
 
 <details><summary> 👉Details of the Model List</summary>
diff --git a/docs/version3.x/pipeline_usage/OCR.md b/docs/version3.x/pipeline_usage/OCR.md
index 71d5fdd7ed..8acd7bc34b 100644
--- a/docs/version3.x/pipeline_usage/OCR.md
+++ b/docs/version3.x/pipeline_usage/OCR.md
@@ -132,7 +132,7 @@ OCR（光学字符识别，Optical Character Recognition）是一种将图像中
 <tbody>
 <tr>
 <td>PP-OCRv6_medium_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">推理模型</a>/<a href="">训练模型</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_medium_det_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_medium_det_pretrained.pdparams">训练模型</a></td>
 <td>86.2*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -141,7 +141,7 @@ OCR（光学字符识别，Optical Character Recognition）是一种将图像中
 </tr>
 <tr>
 <td>PP-OCRv6_small_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">推理模型</a>/<a href="">训练模型</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_small_det_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_small_det_pretrained.pdparams">训练模型</a></td>
 <td>84.1*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -150,7 +150,7 @@ OCR（光学字符识别，Optical Character Recognition）是一种将图像中
 </tr>
 <tr>
 <td>PP-OCRv6_tiny_det</td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">推理模型</a>/<a href="">训练模型</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv6_tiny_det_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv6_tiny_det_pretrained.pdparams">训练模型</a></td>
 <td>80.6*</td>
 <td>- / -</td>
 <td>- / -</td>
@@ -195,6 +195,9 @@ OCR（光学字符识别，Optical Character Recognition）是一种将图像中
 </tr>
 </tbody>
 </table>
+
+> *注：PP-OCRv6 指标基于内部多场景评估集测得，PP-OCRv5/v4 指标基于通用评估集测得，两者评估集不同，指标不可直接对比。
+
 </details>
 
 <details>
@@ -292,6 +295,7 @@ en_PP-OCRv4_mobile_rec_infer.tar">推理模型</a>/<a href="https://paddle-model
 </tr>
 </table>
 
+> *注：PP-OCRv6 指标基于内部多场景评估集测得，PP-OCRv5/v4 指标基于通用评估集测得，两者评估集不同，指标不可直接对比。
 > ❗ 以上列出的是文本识别模块重点支持的<b>6个核心模型</b>，该模块总共支持<b>20个全量模型</b>，包含多个多语言文本识别模型，完整的模型列表如下：
 
 <details><summary> 👉模型列表详情</summary>