Update README.md

README.md

@@ -65,6 +65,12 @@ Simplify your answer as much as possible.
 {Instruction} [/INST]
 ```
 
+## Evaluation
+ - Eurus, both the 7B and 70B variants, achieve the best overall performance among open-source models of similar sizes. Eurus even outperforms specialized models in corresponding domains in many cases. Notably, Eurus-7B outperforms baselines that are 5× larger, and Eurus-70B achieves better performance than GPT-3.5 Turbo.
+ - Preference learning with UltraInteract can further improve performance, especially in math and the multi-turn ability.
+<img src="./figures/main_exp.png" alt="stats" style="zoom: 40%;" />  
+
+
 ## Citation
 ```
 @misc{yuan2024advancing,