diff --git a/README.md b/README.md
index 9c9c3ef..4e19a26 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 
 
-![Proposed Model](./images/Dyna.png)
+![Proposed Model](./images/CAIF.png)
 
 ## Updates
 
diff --git a/images/CAIF.png b/images/CAIF.png
new file mode 100644
index 0000000..f88aae2
Binary files /dev/null and b/images/CAIF.png differ
diff --git a/networks/DynaFormer.py b/networks/DynaFormer.py
index 6f5c1f8..2416c91 100644
--- a/networks/DynaFormer.py
+++ b/networks/DynaFormer.py
@@ -1262,7 +1262,7 @@ def forward(self, x1, x2=None):
         else:
             return self.upsample(fused)
 
-class DAEFormer(nn.Module):
+class DynaFormer(nn.Module):
     def __init__(self, num_classes=9, head_count=1, token_mlp_mode="mix_skip"):
         super().__init__()