diff --git a/README_EN.md b/README_EN.md
index 64b349fbd..8390d948e 100644
--- a/README_EN.md
+++ b/README_EN.md
@@ -275,7 +275,7 @@ Notes: ✅: already supported; ❔: to be supported in the future;  N/A: Not Ava
 | Classification         | [PaddleClas/SqueeezeNetV1.1](./examples/vision/classification/paddleclas)                    | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ✅                | ✅                           | ✅                           | ✅       |✅       | ✅       |
 | Classification         | [PaddleClas/Inceptionv3](./examples/vision/classification/paddleclas)                        | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ✅                | ✅                           | ❔                           | ✅       |✅       | ✅       |
 | Classification         | [PaddleClas/PP-HGNet](./examples/vision/classification/paddleclas)                           | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ✅                | ✅                           | ✅                           | ✅       |✅       | ✅       |
-| Detection              | [PaddleDetection/PP-YOLOE+](./examples/vision/detection/paddledetection)                      | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ✅                | ✅                           | ❔                           | ✅       |✅       | ✅       |
+| Detection              | 🔥🔥[PaddleDetection/PP-YOLOE+](./examples/vision/detection/paddledetection)                      | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ✅                | ✅                           | ❔                           | ✅       |✅       | ✅       |
 | Detection              | [🔥PaddleDetection/YOLOv8](./examples/vision/detection/paddledetection)                      | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ✅                | ✅                           | ❔                           | ✅       |✅       | ❔      |
 | Detection              | [🔥ultralytics/YOLOv8](./examples/vision/detection/yolov8)                      | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ❔               | ✅                           | ❔                           | ❔      |❔       | ❔      |
 | Detection              | [PaddleDetection/PicoDet](./examples/vision/detection/paddledetection)                       | ✅                                                | ✅                        | ✅                        | ✅                        | ✅                       | ✅                     | ✅                          | ✅                | ✅                           | ❔                           | ✅       | ❔       | ✅       |