Open Medical-LLM Leaderboard

What is Open Medical-LLM Leaderboard ?

The Open Medical-LLM Leaderboard is a comprehensive platform designed for benchmarking and comparing large language models (LLMs) specifically tailored for medical and healthcare applications. It provides a centralized hub where users can browse, evaluate, and submit their own model evaluations, fostering transparency and collaboration in the development of AI for medical use cases.

Features

• Model Comparison: Easily compare performance metrics of different LLMs on medical datasets.
• Custom Evaluation: Submit your own model evaluations for inclusion in the leaderboard.
• Advanced Filtering: Filter models based on specific medical domains, datasets, or performance criteria.
• Detailed Metrics: Access in-depth evaluation metrics, including accuracy, F1-score, ROUGE, and more.
• Community Driven: A platform where researchers and developers can share insights and collaborate.
• Support for Multiple Modalities: Evaluate models on tasks like text classification, question answering, and summarization.

How to use Open Medical-LLM Leaderboard ?

1. Visit the Open Medical-LLM Leaderboard website.
2. Browse the leaderboard to view pre-submitted model evaluations.
3. Use filters to narrow down models by specific criteria (e.g., medical domain, dataset, or metric).
4. Review detailed performance metrics for models of interest.
5. Submit your own model evaluations by following the platform's guidelines.
6. Explore community discussions and shared insights for further collaboration.

Frequently Asked Questions

What types of medical applications are supported?
The Open Medical-LLM Leaderboard supports a wide range of medical applications, including clinical text analysis, medical question answering, and healthcare document summarization.

How do I submit my own model evaluation?
To submit your model evaluation, follow these steps:

1. Prepare your evaluation data and metrics.
2. Visit the submission page on the leaderboard.
3. Fill in the required details and upload your results.
4. Wait for verification before your model is added to the leaderboard.

Is the leaderboard open to non-experts?
Yes, the leaderboard is designed to be accessible to both experts and non-experts. Researchers, developers, and healthcare professionals can all benefit from the platform's resources and tools.