Open Medical-LLM Leaderboard

What is Open Medical-LLM Leaderboard ?

The Open Medical-LLM Leaderboard is a platform designed for benchmarking and comparing large language models (LLMs) specific to the medical domain. It provides a centralized space to evaluate and track the performance of various medical LLMs, enabling researchers and practitioners to identify the most suitable models for their specific use cases. The leaderboard is open and accessible, allowing users to browse evaluations and submit their own LLM assessments.

Features

• Comprehensive Model Listings: Browse a wide range of medical LLMs, each with detailed performance metrics.
• Performance Tracking: View benchmark results across different medical datasets and tasks.
• Customizable Filters: Filter models based on specific criteria, such as model architecture, training data, or use case.
• Submission Interface: Easily submit evaluations for new or existing medical LLMs.
• Transparent Results: Access datasets, evaluation metrics, and methodologies used to benchmark each model.
• Community Engagement: Interact with a community of researchers and developers to discuss model performance and advancements.

How to use Open Medical-LLM Leaderboard ?

1. Access the Platform: Visit the Open Medical-LLM Leaderboard website or API endpoint.
2. Explore Models: Browse through the listed medical LLMs and filter by criteria such as task type or performance metrics.
3. View Performance: Click on a model to see its detailed benchmark results, including accuracy, F1 score, and other relevant metrics.
4. Submit an Evaluation: If you are contributing a new LLM, use the submission interface to upload your model and evaluation results.
5. Compare Models: Use the leaderboard to compare multiple models side-by-side and identify top-performing options for your needs.

Frequently Asked Questions

• What is the purpose of Open Medical-LLM Leaderboard?
  The purpose is to provide a transparent and accessible platform for benchmarking and comparing medical LLMs, helping users identify the best models for their specific applications.

• How do I submit an evaluation for a new LLM?
  Use the submission interface on the platform to upload your model and its evaluation results. Ensure compliance with the platform's guidelines and data requirements.

• How often is the leaderboard updated?
  The leaderboard is updated regularly as new models and evaluations are submitted. Follow the platform’s updates or notifications to stay informed about the latest additions.