Update README.md

README.md

@@ -17,6 +17,16 @@ Benefits of using this model:
 * integration of external resources for better analysis (Semantic Scholar, OpenAlex, <u>Pubmed</u>...)
 * it offers <u>uncertainty-aware</u> predictions with <u>faithful</u> explanations
 
+| Model                        | Zero-Shot Reasoning |
+|------------------------------|---------------------|
+| Llama-3.1-8B-Instruct        | 20.0               |
+| OpenScholar-8B               | 18.8               |
+| Bio-Medical-Llama-3-8B       | 40.7               |
+| PMC-LLaMA-13B                | 36.4               |
+| Pub-Guard-Llama-8B (Ours)    | 63.9               |
+| Pub-Guard-Llama-8B (Debate)  | -                  |
+
+
 ## Examples
 
 ### Non-Retracted Article