diff --git a/README.md b/README.md index e68be99..25c25ff 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,7 @@ VanillaNet is an innovative neural network architecture that focuses on **simpli -VanillaNet, in its robust simplicity, offers comparable precision to prevalent computer vision foundation models, yet boasts a **reduced depth and enhanced processing speed**: +VanillaNet achieves comparable performance to prevalent computer vision foundation models, yet boasts a **reduced depth and enhanced inference speed**: - **9-layers'** VanillaNet achieves about **80%** Top-1 accuracy with **3.59ms**, over **100%** speed increase compared to ResNet-50 (**7.64ms**). - **13 layers'** VanillaNet achieves about **83%** Top-1 accuracy with **9.72ms**, over **100%** speed increase compared to Swin-T (**20.25ms**).