Update README.md

README.md

@@ -68,5 +68,17 @@ weights = {
 At the end of evaluation the script will print the metrics and store the entire run in a log file. If you want to add your model to the 
 leaderboard please create a PR with the log file of the run and details about the model.
 
+If we use the existing README.md files in the repositories as the golden output, we would get a score of 56.6 on this benchmark. 
+We can validate it by running the evaluation script with `--oracle` flag.
+The oracle run log is available [here]().
+
 # Leaderboard
 
+| Model | Score | BLEU | ROUGE-1 | ROUGE-2 | ROUGE-3 | Cosine-Sim | Structural-Sim | Info-Ret | Code-Consistency | Readability | Logs |  
+|:-----:|:-----:|:----:|:-------:|:-------:|:-------:|:----------:|:--------------:|:--------:|:----------------:|:-----------:|:----:|
+| gpt-4o-mini-2024-07-18 | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() | 
+| gpt-4o-2024-08-06 | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() | 
+| gemini-1.5-flash-8b-exp-0827 | 32.12 | 1.36 | 14.66 | 3.31 | 14.14 | 38.31 | 23.00 | 70.00 | 7.43 | 46.47 | [link]() | 
+| gemini-1.5-flash-exp-0827 | 33.43 | 1.66 | 16.00 | 3.88 | 15.33 | 41.87 | 23.599 | 76.50 | 7.86 | 43.34 | [link]() | 
+| gemini-1.5-pro-exp-0827 | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() | 
+| oracle-maximum-score | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() |