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Meituan-AutoML · Apr 28, 2023 · 58594ac · 58594ac
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diff --git a/configs/mbla/README.md b/configs/mbla/README.md
@@ -19,10 +19,10 @@ Advantage:
 
 | Model                                                         | Size | mAP<sup>val<br/>0.5:0.95 | Speed<sup>T4<br/>trt fp16 b1 <br/>(fps) | Speed<sup>T4<br/>trt fp16 b32 <br/>(fps) | Params<br/><sup> (M) | FLOPs<br/><sup> (G) |
 | :----------------------------------------------------------- | -------- | :----------------------- | -------------------------------------- | --------------------------------------- | -------------------- | ------------------- |
-| [**YOLOv6-S-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6s_mbla.pt) | 640      | 47.0<sup>distill            | 300                                    | 424                                    | 11.6                  | 29.8                |
-| [**YOLOv6-M-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6m_mbla.pt) | 640      | 50.3<sup>distill            | 168                                    | 216                                     | 26.1                 | 66.7                |
-| [**YOLOv6-L-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6l_base.pt) | 640      | 52.0<sup>distill         | 129                                    | 154                                     | 46.3                 | 118.2                |
-| [**YOLOv6-X-base**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6x_base.pt) | 640      | 53.5<sup>distill         | 78                                    | 94                                     | 78.8                 | 199.0               |
+| [**YOLOv6-S-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6s_mbla.pt) | 640      | 47.0<sup>distill            | 300                                    | 424                                    | 11.6                  | 29.8                |
+| [**YOLOv6-M-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6m_mbla.pt) | 640      | 50.3<sup>distill            | 168                                    | 216                                     | 26.1                 | 66.7                |
+| [**YOLOv6-L-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6l_base.pt) | 640      | 52.0<sup>distill         | 129                                    | 154                                     | 46.3                 | 118.2                |
+| [**YOLOv6-X-base**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6x_base.pt) | 640      | 53.5<sup>distill         | 78                                    | 94                                     | 78.8                 | 199.0               |
 
 - Speed is tested with TensorRT 8.4.2.4 on T4.
 - The processes of model training, evaluation, and inference are the same as the original ones. For details, please refer to [this README](https://github.com/meituan/YOLOv6#quick-start).
diff --git a/configs/mbla/README_cn.md b/configs/mbla/README_cn.md
@@ -17,10 +17,10 @@
 
 | 模型                                                         | 输入尺寸 | mAP<sup>val<br/>0.5:0.95 | 速度<sup>T4<br/>trt fp16 b1 <br/>(fps) | 速度<sup>T4<br/>trt fp16 b32 <br/>(fps) | Params<br/><sup> (M) | FLOPs<br/><sup> (G) |
 | :----------------------------------------------------------- | -------- | :----------------------- | -------------------------------------- | --------------------------------------- | -------------------- | ------------------- |
-| [**YOLOv6-S-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6s_mbla.pt) | 640      | 47.0<sup>distill            | 300                                    | 424                                    | 11.6                  | 29.8                |
-| [**YOLOv6-M-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6m_mbla.pt) | 640      | 50.3<sup>distill            | 168                                    | 216                                     | 26.1                 | 66.7                |
-| [**YOLOv6-L-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6l_base.pt) | 640      | 52.0<sup>distill         | 129                                    | 154                                     | 46.3                 | 118.2                |
-| [**YOLOv6-X-base**](https://github.com/meituan/YOLOv6/releases/download/0.3.0/yolov6x_base.pt) | 640      | 53.5<sup>distill         | 78                                    | 94                                     | 78.8                 | 199.0               |
+| [**YOLOv6-S-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6s_mbla.pt) | 640      | 47.0<sup>distill            | 300                                    | 424                                    | 11.6                  | 29.8                |
+| [**YOLOv6-M-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6m_mbla.pt) | 640      | 50.3<sup>distill            | 168                                    | 216                                     | 26.1                 | 66.7                |
+| [**YOLOv6-L-mbla**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6l_base.pt) | 640      | 52.0<sup>distill         | 129                                    | 154                                     | 46.3                 | 118.2                |
+| [**YOLOv6-X-base**](https://github.com/meituan/YOLOv6/releases/download/0.4.0/yolov6x_base.pt) | 640      | 53.5<sup>distill         | 78                                    | 94                                     | 78.8                 | 199.0               |
 
 - 速度是在 T4 上测试的，TensorRT 版本为  8.4.2.4；
 - 模型训练、评估、推理流程与原来保持一致，具体可参考 [首页 README 文档](https://github.com/meituan/YOLOv6/blob/main/README_cn.md#%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B)。