add section for leaderboard

README.md

@@ -214,6 +214,17 @@ This dataset was created using the [DeepScholarBench](https://github.com/guestri
 - **[Data Pipeline](https://github.com/guestrin-lab/deepscholar-bench/tree/main/data_pipeline)**: Tools for collecting similar datasets
 - **[Evaluation Framework](https://github.com/guestrin-lab/deepscholar-bench/tree/main/eval)**: Framework for evaluating research generation systems
 
+## 🏆 Leaderboard
+
+We maintain a leaderboard to track the performance of various models on the DeepScholarBench evaluation tasks:
+
+- **[Official Leaderboard](https://guestrin-lab.github.io/deepscholar-leaderboard/leaderboard/deepscholar_bench_leaderboard.html)**: Live rankings of model performance
+- **Evaluation Metrics**: Models are evaluated on relevance, coverage, and citation accuracy as described in the [evaluation guide](https://github.com/guestrin-lab/deepscholar-bench/tree/main/eval)
+- **Submission Process**: Submit your results via the [Google Form](https://docs.google.com/forms/d/e/1FAIpQLSeug4igDHhVUU3XnrUSeMVRUJFKlHP28i8fcBAu_LHCkqdV1g/viewform)
+
+Want to see your model on the leaderboard? Follow our [evaluation guide](https://github.com/guestrin-lab/deepscholar-bench/tree/main/eval) to run the benchmark and submit your results!
+
+
 ## 🤝 Contributing
 
 We welcome contributions to improve this dataset! Please see the [main repository](https://github.com/guestrin-lab/deepscholar-bench) for contribution guidelines.