revise homepage readme for r0.3

README.md

@@ -184,6 +184,13 @@ Please refer to [MindOCR Models Inference - Quick Start](docs/en/inference/infer
 
 </details>
 
+<details open markdown>
+<summary>Key Information Extraction</summary>
+
+- [x] [LayoutXLM SER](configs/kie/vi_layoutxlm/README_CN.md) (arXiv'2016)
+
+</details>
+
 For the detailed performance of the trained models, please refer to [configs](./configs).
 
 For details of MindSpore Lite and ACL inference models support, please refer to [MindOCR Models Support List](docs/en/inference/inference_quickstart.md) and [Third-party Models Support List](docs/en/inference/inference_thirdparty_quickstart.md) (PaddleOCR, MMOCR, etc.).
@@ -219,14 +226,40 @@ MindOCR provides a [dataset conversion tool](tools/dataset_converters) to OCR da
 
 </details>
 
+<details close markdown>
+<summary>Layout Analysis Datasets</summary>
+
+- [PublayNet](https://github.com/ibm-aur-nlp/PubLayNet) [[paper](https://arxiv.org/abs/1908.07836)] [[download](https://dax-cdn.cdn.appdomain.cloud/dax-publaynet/1.0.0/publaynet.tar.gz)]
+
+</details>
+
+<details close markdown>
+<summary>Key Information Extraction Datasets</summary>
+
+- [XFUND](https://github.com/doc-analysis/XFUND) [[paper](https://aclanthology.org/2022.findings-acl.253/)] [[download](https://github.com/doc-analysis/XFUND)]
+
+</details>
+
 We will include more datasets for training and evaluation. This list will be continuously updated.
 
 ## Notes
 
 ### What is New
 - 2023/12/14
+1. Add new trained models
+    - [LayoutXLM SER](configs/kie/vi_layoutxlm) for key information extraction
+    - [VI-LayoutXLM SER](configs/kie/layoutlm_series) for key information extraction
+    - [PP-OCRv3 DBNet](configs/det/dbnet/db_mobilenetv3_ppocrv3.yaml) for text detection and [PP-OCRv3 SVTR](configs/rec/svtr/svtr_ppocrv3_ch.yaml) for recognition, supporting online inferece and finetuning
+2. Add more benchmark datasets and their results
+    - [XFUND](configs/kie/vi_layoutxlm/README_CN.md)
+- 2023/11/28
+1. Add offline inference support for PP-OCRv4
+2. Fix bugs of third-party models offline inference 
+- 2023/11/17
 1. Add new trained models
     - [YOLOv8](configs/layout/yolov8) for layout analysis
+2. Add more benchmark datasets and their results
+    - [PublayNet](configs/layout/yolov8/README_CN.md)
 - 2023/07/06
 1. Add new trained models
     - [RobustScanner](configs/rec/robustscanner) for text recognition

README_CN.md

@@ -176,6 +176,13 @@ python tools/eval.py \
 - [x] [YOLOv8](configs/layout/yolov8/README_CN.md) ([Ultralytics Inc.](https://github.com/ultralytics/ultralytics))
 </details>
 
+<details open markdown>
+<summary>关键信息抽取</summary>
+
+- [x] [LayoutXLM SER](configs/kie/vi_layoutxlm/README_CN.md) (arXiv'2016)
+
+</details>
+
 关于以上模型的具体训练方法和结果，请参见[configs](./configs)下各模型子目录的readme文档。
 
 关于[MindSpore Lite](https://www.mindspore.cn/lite)和[ACL](https://www.hiascend.com/document/detail/zh/canncommercial/63RC1/inferapplicationdev/aclcppdevg/aclcppdevg_000004.html)模型推理的支持列表，
@@ -213,14 +220,40 @@ MindOCR提供了[数据格式转换工具](tools/dataset_converters) ，以支
 
 </details>
 
+<details close markdown>
+<summary>版面分析数据集</summary>
+
+- [PublayNet](https://github.com/ibm-aur-nlp/PubLayNet) [[paper](https://arxiv.org/abs/1908.07836)] [[download](https://dax-cdn.cdn.appdomain.cloud/dax-publaynet/1.0.0/publaynet.tar.gz)]
+
+</details>
+
+<details close markdown>
+<summary>关键信息抽取数据集</summary>
+
+- [XFUND](https://github.com/doc-analysis/XFUND) [[paper](https://aclanthology.org/2022.findings-acl.253/)] [[download](https://github.com/doc-analysis/XFUND)]
+
+</details>
+
 我们会在更多的数据集上进行模型训练和验证。该列表将持续更新。
 
 ## 重要信息
 
 ### 更新日志
 - 2023/12/14
+1. 增加新模型
+    - 关键信息抽取[LayoutXLM SER](configs/kie/vi_layoutxlm)
+    - 关键信息抽取[VI-LayoutXLM SER](configs/kie/layoutlm_series)
+    - 文本检测[PP-OCRv3 DBNet](configs/det/dbnet/db_mobilenetv3_ppocrv3.yaml)和文本识别[PP-OCRv3 SVTR](configs/rec/svtr/svtr_ppocrv3_ch.yaml)，支持在线推理和微调训练
+2. 添加更多基准数据集及其结果
+    - [XFUND](configs/kie/vi_layoutxlm/README_CN.md)
+- 2023/11/28
+1. 增加支持PP-OCRv4模型离线推理
+2. 修复第三方模型离线推理bug
+- 2023/11/17
 1. 增加新模型
     - 版面分析[YOLOv8](configs/layout/yolov8)
+2. 添加更多基准数据集及其结果
+    - [PublayNet](configs/layout/yolov8/README_CN.md)
 - 2023/07/06
 1. 增加新模型
     - 文本识别[RobustScanner](configs/rec/robustscanner)