Update README.md

README.md

@@ -6,5 +6,5 @@ Refer to our [github repository](https://github.com/thu-coai/ShieldLM) for more
 Please refer to our [github repository](https://github.com/thu-coai/ShieldLM) for the detailed usage instructions.
 
 ## Performance
-The detection performance across 4 ID and OOD test sets:
-![main_res](https://github.com/thu-coai/ShieldLM/blob/main/imgs/main_res.jpg)
+ShieldLM demonstrates impressive detection performance across 4 ID and OOD test sets, compared to strong baselines such as GPT-4, Llama Guard and Perspective API.
+Refer to [our paper](xxx) for more detailed evaluation results.