diff --git a/artifact/README.md b/artifact/README.md
index 1002324e0..d4fb2af7e 100644
--- a/artifact/README.md
+++ b/artifact/README.md
@@ -1,9 +1,9 @@
-# Artifact Evaluation
+# 📜 Artifact Evaluation
 
 > [!NOTE]
 > All operations are performed in the root directory of the repository.
 
-## (Step 1) Build
+## 🛠️ (Step 1) Build
 
 You should use the following command to build the base image, all evaluation is based on the image.
 
@@ -11,15 +11,15 @@ You should use the following command to build the base image, all evaluation is
 docker compose up --build shadowbound
 ```
 
-## (Step 2) Basic Test
+## 🧪 (Step 2) Basic Test
 
-Our basic test include use the ShadowBound to compile nginx and run it, you can use the following command to achieve it.
+Our basic test includes using ShadowBound to compile Nginx and run it. You can use the following command to achieve it:
 
 ```bash
 docker compose up --build nginx-eval
 ```
 
-After running the command, you can access the result at `eval/nginx/results/shadowbound.txt`, the results should be like this:
+After running the command, you can access the result at `eval/nginx/results/shadowbound.txt`. The results should look like this:
 
 ```
 Running 1m test @ http://localhost:80/index.html
@@ -37,13 +37,12 @@ Requests/sec: 118955.36
 Transfer/sec:     96.77MB
 ```
 
-### (Step 3) Integration Test
+### 🔗 (Step 3) Integration Test
 
-To show ShadowBound can cooperate with other UAF defenses, we show how we use ShadowBound+FFMalloc and ShadowBound+MarkUS to compile nginx and run it.
+To show ShadowBound can cooperate with other UAF defenses, we demonstrate how to use ShadowBound+FFMalloc and ShadowBound+MarkUS to compile Nginx and run it.
 
 > [!WARNING]
-> You may encounter a `Segmentation fault` during the test. It is due to UAF defense issues, not ShadowBound. If this occurs, try running the test again. In our experience, such issues are relatively rare.
-
+> You may encounter a `Segmentation fault` during the test. This is due to UAF defense issues, not ShadowBound. If this occurs, try running the test again. In our experience, such issues are relatively rare.
 
 ```bash
 TARGET=shadowbound-ffmalloc docker compose up --build nginx-eval
@@ -52,11 +51,11 @@ TARGET=shadowbound-markus docker compose up --build nginx-eval
 
 After running the command, you can access the result at `eval/nginx/results/shadowbound-ffmalloc.txt` and `eval/nginx/results/shadowbound-markus.txt`.
 
-### (Step 4) Security Test
+### 🔐 (Step 4) Security Test
 
-In the evaluation, we show how ShadowBound can prevent real world vulnerabilities. You can choose use our pre-built image to run the test or you can also build the image by yourself.
+In the evaluation, we demonstrate how ShadowBound can prevent real-world vulnerabilities. You can choose to use our pre-built image to run the test or build the image yourself.
 
-#### Use Pre-built Image
+#### 🖼️ Use Pre-built Image
 
 ```bash
 docker pull dataisland/shadowbound-seceval:latest
@@ -64,24 +63,23 @@ docker run -it dataisland/shadowbound-seceval /bin/bash
 /root/test.sh
 ```
 
-#### Build Image by Yourself
+#### 🔨 Build Image by Yourself
 
 > [!WARNING]
-> Please ensure that your network and machine is stable, the building process may take a long time and download a lot of data. 
+> Please ensure that your network and machine are stable. The building process may take a long time and download a lot of data. 
 > If you encounter any problems, please use our pre-built image as a safe choice.
 
-First you should build the image by this command:
+First, build the image with this command:
 
 ```bash
 docker compose up --build sec-eval
 ```
 
-Then you can enter the container, build all the test cases and run them.
+Then, enter the container, build all the test cases, and run them:
 
 ```bash
 docker run -it sec-eval /bin/bash
 /root/build.sh && /root/test.sh
 ```
 
-
-### (Step 5) Performance Test
+### ⚡ (Step 5) Performance Test