diff --git a/examples/longbench/README.md b/examples/longbench/README.md
index f1ad9a16db58..c5eb51dd7de6 100644
--- a/examples/longbench/README.md
+++ b/examples/longbench/README.md
@@ -29,7 +29,7 @@ pip install -r requirements.txt
 After cloning, your directory structure should look like:
 
 ```text
-sparse_attention/
+longbench/
 ├── eval_longbench_v1.py          # LongBench v1 evaluation script
 ├── README.md                     # This file
 └── LongBench/                    # Cloned LongBench repository