diff --git a/.gitmodules b/.gitmodules
index 49795e96..86eb79cf 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,9 +1,9 @@
-[submodule "benchmark/seceval"]
-	path = benchmark/seceval
+[submodule "benchmarks/seceval"]
+	path = benchmarks/seceval
 	url = https://github.com/XuanwuAI/SecEval.git
-[submodule "benchmark/cybermetric"]
-	path = benchmark/cybermetric
+[submodule "benchmarks/cybermetric"]
+	path = benchmarks/cybermetric
 	url = https://github.com/cybermetric/CyberMetric.git
-[submodule "benchmark/cti_bench"]
-	path = benchmark/cti_bench
+[submodule "benchmarks/cti_bench"]
+	path = benchmarks/cti_bench
 	url = https://github.com/xashru/cti-bench.git
diff --git a/benchmarks/README.md b/benchmarks/README.md
index 5eec08c1..b59f975a 100644
--- a/benchmarks/README.md
+++ b/benchmarks/README.md
@@ -27,7 +27,9 @@ SecEval is a benchmark designed to evaluate large language models (LLMs) on secu
 
 #### ▶️ Usage
 
+
 ```bash
+git submodule update --init --recursive  # init submodules
 cd benchmarks/seceval/eval
 pip install -r requirements.txt
 ```
@@ -47,10 +49,8 @@ CyberMetric is a benchmark framework that focuses on measuring the performance o
 #### ▶️ Usage
 
 ```bash
+git submodule update --init --recursive  # init submodules
 cd benchmarks/cybermetric
-```
-
-```bash
 python3 CyberMetric_evaluator.py --model_name ollama/qwen2.5:14b --file_path CyberMetric-2-v1.json
 ```