Multilingual metrics for the LMSys Arena Leaderboard
Display and analyze PyTorch Image Models leaderboard
Display competition information and manage submissions
Open Agent Leaderboard
Evaluate model predictions and update leaderboard
Analyze and visualize data with various statistical methods
Generate a detailed dataset report
Explore how datasets shape classifier biases
Visualize amino acid changes in protein sequences interactively
Build, preprocess, and train machine learning models
Generate detailed data reports
More advanced and challenging multi-task evaluation
Analyze and visualize car data
The Multilingual LMSys Chatbot Arena Leaderboard is a comprehensive platform designed to evaluate and rank multilingual chatbots based on their performance across various languages and metrics. It provides a centralized space for developers, researchers, and users to compare chatbots in a standardized manner, leveraging the LMSys Arena framework to ensure consistent and fair evaluations.
• Multilingual Support: Evaluates chatbots across multiple languages, enabling a global perspective on model performance. • Standardized Metrics: Uses a unified set of metrics to ensure fair comparisons, including accuracy, fluency, coherence, and contextual understanding. • Interactive Leaderboard: Offers a user-friendly interface to explore and filter results by language, model, and performance criteria. • Real-Time Updates: Provides up-to-date rankings as new models are added or existing models are improved. • Transparent Scoring: Includes detailed breakdowns of how each chatbot is evaluated, promoting accountability and improvement.
What platforms are supported by the Multilingual LMSys Chatbot Arena Leaderboard?
The leaderboard supports all major platforms where LMSys Arena is deployed, including web, mobile, and custom integrations.
How often is the leaderboard updated?
The leaderboard is updated in real-time as new evaluations are conducted, ensuring the most current rankings are always available.
Can I submit my own chatbot for evaluation?
Yes, developers can submit their chatbots for evaluation by following the submission guidelines provided on the LMSys Arena platform.