FRAMES

FRAMES (Factuality, Retrieval, And reasoning MEasurement Set) is a comprehensive evaluation dataset designed to test Retrieval-Augmented Generation systems' capabilities. Created by Google, this benchmark measures AI models' factuality, retrieval accuracy, and reasoning abilities in RAG contexts. FRAMES evaluates how well models can retrieve relevant information and generate factually accurate responses based on retrieved content.