Search Arena is a comprehensive platform designed to rigorously evaluate and compare search-based web agents. Leveraging a variety of metrics, Search Arena ensures that users can identify the most effective solutions for their needs.
Key Features
Output Evaluations: Analyze the quality and relevance of search results.
Perplexity: Measure the predictive uncertainty of language models used by the agents.
Exa (Exhaustiveness Analysis): Assess the breadth and depth of search coverage.
Multi-Agent Comparison: Compare multiple agents side-by-side.
Customizable Benchmarks: Define specific benchmarks and criteria for evaluation.
User Feedback Integration: Incorporate user feedback to improve agent performance.
Performance Metrics: Detailed reports on response time, precision, recall, and F1 score.
Benefits
- Enhanced Decision-Making: Make informed decisions with clear, data-driven evaluations.
- Optimization: Help developers optimize their search agents.
- Innovation: Foster innovation by promoting the best-performing search technologies.
Getting Started
github.com/kye...
25 авг 2024