diff --git a/example/post_training_quantization/pytorch_yolo_series/README.md b/example/post_training_quantization/pytorch_yolo_series/README.md
index ce495c2be8d204cde204805668a812a839094df9..d01c9d5ce745135bf0c9487773edd0e618900e32 100755
--- a/example/post_training_quantization/pytorch_yolo_series/README.md
+++ b/example/post_training_quantization/pytorch_yolo_series/README.md
@@ -26,6 +26,7 @@
 | YOLOv6s |  Base模型 | 640*640  |  42.4   |   9.06ms  |   2.90ms   |  -  |  - | [Model](https://paddle-slim-models.bj.bcebos.com/act/yolov6s.onnx) |
 | YOLOv6s |  KL离线量化(量化分析前) | 640*640  |  30.3   |   - |   -   |  1.83ms  |  -  | - |
 | YOLOv6s |  KL离线量化(量化分析后) | 640*640  |  39.7   |   - |   -   |  -  |  -  | [Infer Model](https://bj.bcebos.com/v1/paddle-slim-models/act/yolov6s_analyzed_ptq.tar) |
+| YOLOv6s | avg离线量化 | 640*640  |  33.8   |   - |   -   |  1.83ms  |  -  | - |
 | YOLOv6s |  avg离线量化(+Adaround) | 640*640  |  39.2 |   - |   -   |  -  |  -  | - |
 | YOLOv6s |  avg离线量化(+BRECQ) | 640*640  |  38.7   |   - |   -   |  -  |  -  | - |
 | YOLOv6s |  avg离线量化(+QDrop) | 640*640  |  38.0   |   - |   -   |  -  |  -  | - |