fix some link error (#1136)

README.md

@@ -146,7 +146,7 @@ The following is the relationship between COCO mAP and FPS on Tesla V100 of SOTA
     - [Export model for inference](docs/advanced_tutorials/deploy/EXPORT_MODEL.md)
     - [Python inference](deploy/python)
     - [C++ inference](deploy/cpp)
-    - [Inference benchmark](docs/advanced_tutorials/inference/BENCHMARK_INFER_cn.md)
+    - [Inference benchmark](docs/advanced_tutorials/deploy/BENCHMARK_INFER_cn.md)
 
 ## Model Zoo
 

docs/MODEL_ZOO.md

@@ -226,12 +226,12 @@ randomly cropping, randomly expansion, randomly flipping.
 
 ### Face Detection
 
-Please refer [face detection models](https://github.com/PaddlePaddle/PaddleDetection/blob/master/configs/face_detection) for details.
+Please refer [face detection models](featured_model/FACE_DETECTION_en.md) for details.
 
 
 ### Object Detection in Open Images Dataset V5
 
-Please refer [Open Images Dataset V5 Baseline model](featured_model/OIDV5_BASELINE_MODEL.md) for details.
+Please refer [Open Images Dataset V5 Baseline model](featured_model/champion_model/OIDV5_BASELINE_MODEL.md) for details.
 
 ### Anchor Free Models
 

docs/MODEL_ZOO_cn.md

@@ -221,7 +221,7 @@ Paddle提供基于ImageNet的骨架网络预训练模型。所有预训练模型
 
 ### 基于Open Images V5数据集的物体检测
 
-详细请参考[Open Images V5数据集基线模型](featured_model/OIDV5_BASELINE_MODEL.md)。
+详细请参考[Open Images V5数据集基线模型](featured_model/champion_model/OIDV5_BASELINE_MODEL.md)。
 
 ### Anchor Free系列模型