diff --git a/timm/models/davit.py b/timm/models/davit.py
index 15429003..cad176fa 100644
--- a/timm/models/davit.py
+++ b/timm/models/davit.py
@@ -600,7 +600,7 @@ class DaViT(nn.Module):
         
         
         # non-normalized pyramid features + corresponding sizes
-        return features[1:], sizes[:-1]
+        return features, sizes
     
     def forward_pyramid_features(self, x):
         x, sizes = self.forward_network(x)