diff --git a/README.md b/README.md
index c9932f74103ab87db67e8d4cc1b75d5bf9c000eb..b9436cb2082b660280069df8e96274dca82799a8 100644
--- a/README.md
+++ b/README.md
@@ -65,6 +65,17 @@ DeepSparkInference将按季度进行版本更新,后续会逐步丰富模型
- |
- |
+
+ ConvNext-S (OpenMMLab) |
+ FP16 |
+ Supported |
+ - |
+
+
+ INT8 |
+ - |
+ - |
+
ConvNeXt-Small |
FP16 |
diff --git a/models/cv/classification/convnext_s/igie/README.md b/models/cv/classification/convnext_s/igie/README.md
index b8b8f73294200d015e70f306eb9ca2e0c4b0cbb3..55072b2aa3106eb15304c9a961a1feb9fbe339ff 100644
--- a/models/cv/classification/convnext_s/igie/README.md
+++ b/models/cv/classification/convnext_s/igie/README.md
@@ -1,4 +1,4 @@
-# ConvNext_S
+# ConvNext-S (OpenMMLab)
## Description
@@ -57,8 +57,8 @@ bash scripts/infer_convnext_s_fp16_performance.sh
| Model | BatchSize | Precision | FPS | Top-1(%) | Top-5(%) |
| ------------ | --------- | --------- | -------- | -------- | -------- |
-| ConvNext_S | 32 | FP16 | 728.32 | 82.786 | 96.415 |
+| ConvNext-S | 32 | FP16 | 728.32 | 82.786 | 96.415 |
## Reference
-ConvNext_S:
+ConvNext-S: