Update README.md

README.md

@@ -28,17 +28,11 @@ Benefits of using this model:
 | OpenScholar-8B               | 18.8               |20.3
 | Bio-Medical-Llama-3-8B       | 40.7               |56.7|
 | PMC-LLaMA-13B                | 36.4               |-|
-| Pub-Guard-Llama-8B (Ours)    | 69.5               |79.3|
+| Pub-Guard-Llama-8B (Ours)    | 73.1              |80.5|
 | Pub-Guard-Llama-8B (RAG)  | -                  |-|
-| Pub-Guard-Llama-8B (Debate)  | -                  |-|
+| Pub-Guard-Llama-8B (Debate)  | 73.1                  |81.1|
 
 
-**Coherence Check**
-* Model: cross-encoder/nli-deberta-v3-base
-* Article -> (Sentence in Explanation)
-* Instruction Data (gpt-4o): 88.7 (train set)
-* Predicted Data (pub-guard-llama): 90.8 (lung cancer set)
-
 ## Examples
 
 ### Naive Mode