diff --git a/docs/source_en/network_list.md b/docs/source_en/network_list.md
index 1c4f4c4f889b8b8540e80421f49de2b7f65df00e..d1dd488c6aed295d635aae599f85e5268374ece8 100644
--- a/docs/source_en/network_list.md
+++ b/docs/source_en/network_list.md
@@ -11,13 +11,14 @@
 | Computer Version (CV)  | Image Classification  | [LeNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/lenet/src/lenet.py)              |  Supported |  Supported | Supported
 | Computer Version (CV)  | Image Classification  | [ResNet-50](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnet/src/resnet.py)          |  Supported |  Supported | Doing
 |Computer Version (CV)  | Image Classification  | [ResNet-101](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnet/src/resnet.py)                                              |  Supported |Doing | Doing
+|Computer Version (CV)  | Image Classification  | [ResNext50](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnext50/src/image_classification.py)                                             |  Supported |Doing | Doing
 | Computer Version (CV)  | Image Classification  | [VGG16](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/vgg16/src/vgg.py)                |  Supported |  Doing | Doing
 | Computer Version (CV)  | Mobile Image Classification<br>Image Classification<br>Semantic Tegmentation  | [MobileNetV2](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv2/src/mobilenetV2.py)                                            |  Supported |  Supported | Doing
 | Computer Version (CV)  | Mobile Image Classification<br>Image Classification<br>Semantic Tegmentation  | [MobileNetV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv3/src/mobilenetV3.py)                                            |  Doing |  Supported | Doing
 |Computer Version (CV)  | Targets Detection  | [SSD](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/ssd/src/ssd.py)                   |  Supported |Doing | Doing
 | Computer Version (CV)  | Targets Detection  | [YoloV3-ResNet18](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/yolov3_resnet18/src/yolov3.py)         |  Supported |  Doing | Doing
 | Computer Version (CV)  | Targets Detection  | [FasterRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/faster_rcnn/src/FasterRcnn)         |  Supported |  Doing | Doing
-| Computer Version (CV) | Semantic Segmentation  | [Deeplabv3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/deeplabv3/src/deeplabv3.py)                                          |  Supported |  Doing | Doing
+| Computer Version (CV) | Semantic Segmentation  | [DeeplabV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/deeplabv3/src/deeplabv3.py)                                           |  Supported |  Doing | Doing
 | Natural Language Processing (NLP) | Natural Language Understanding  | [BERT](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/nlp/bert/src/bert_model.py)                                          |  Supported |  Doing | Doing
 | Natural Language Processing (NLP) | Natural Language Understanding  | [Transformer](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/nlp/transformer/src/transformer_model.py)                                          |  Supported |  Doing | Doing
 | Natural Language Processing (NLP) | Natural Language Understanding  | [SentimentNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/lstm/src/lstm.py)                                          |  Doing |  Supported | Supported
diff --git a/docs/source_zh_cn/network_list.md b/docs/source_zh_cn/network_list.md
index 760bb283a91afe344522b7575a4cc8429e09fe09..172226425f46854cbd38dcb17bc56c5c1b0cb328 100644
--- a/docs/source_zh_cn/network_list.md
+++ b/docs/source_zh_cn/network_list.md
@@ -11,13 +11,14 @@
 | 计算机视觉（CV）  | 图像分类（Image Classification）  | [LeNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/lenet/src/lenet.py)              |  Supported |  Supported | Supported
 | 计算机视觉（CV）  | 图像分类（Image Classification）  | [ResNet-50](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnet/src/resnet.py)          |  Supported |  Supported | Doing
 |计算机视觉（CV）  | 图像分类（Image Classification）  | [ResNet-101](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnet/src/resnet.py)                                              |  Supported |Doing | Doing
+|计算机视觉（CV）  | 图像分类（Image Classification）  | [ResNext50](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnext50/src/image_classification.py)                                             |  Supported |Doing | Doing
 | 计算机视觉（CV）  | 图像分类（Image Classification）  | [VGG16](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/vgg16/src/vgg.py)                |  Supported |  Doing | Doing
 | 计算机视觉（CV）  | 移动端图像分类（Mobile Image Classification）<br>目标检测（Image Classification）<br>语义分割（Semantic Tegmentation）  | [MobileNetV2](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv2/src/mobilenetV2.py)                                            |  Supported |  Supported | Doing
 | 计算机视觉（CV）  | 移动端图像分类（Mobile Image Classification）<br>目标检测（Image Classification）<br>语义分割（Semantic Tegmentation）  | [MobileNetV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv3/src/mobilenetV3.py)                                            |  Doing |  Supported | Doing
 |计算机视觉（CV）  | 目标检测（Targets Detection）  | [SSD](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/ssd/src/ssd.py)                   |  Supported |Doing | Doing
 | 计算机视觉（CV）  | 目标检测（Targets Detection）  | [YoloV3-ResNet18](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/yolov3_resnet18/src/yolov3.py)         |  Supported |  Doing | Doing
 | 计算机视觉（CV）  | 目标检测（Targets Detection）  | [FasterRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/faster_rcnn/src/FasterRcnn)         |  Supported |  Doing | Doing
-| 计算机视觉（CV） | 语义分割（Semantic Segmentation）  | [Deeplabv3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/deeplabv3/src/deeplabv3.py)                                       |  Supported |  Doing | Doing
+| 计算机视觉（CV） | 语义分割（Semantic Segmentation）  | [DeeplabV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/deeplabv3/src/deeplabv3.py)                                      |  Supported |  Doing | Doing
 | 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [BERT](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/nlp/bert/src/bert_model.py)                                          |  Supported |  Doing | Doing
 | 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [Transformer](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/nlp/transformer/src/transformer_model.py)                                          |  Supported |  Doing | Doing
 | 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [SentimentNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/lstm/src/lstm.py)                                          |  Doing |  Supported | Supported