RAG & retrieval evals
CodingAgents & tool useCustomer supportWriting & instruction followingSafety & factualityHealthcareMultilingual & Indian languagesRAG & retrievalReasoning & knowledgeRubric libraries & frameworks
RAG & retrieval
Ragas
An open-source library of metrics for RAG apps and agents, such as whether an answer is faithful to the retrieved context.
RAG & retrievalBEIR
A collection of retrieval datasets for testing how well search and embedding models work on domains they were not trained on.
RAG & retrievalMTEB Leaderboard
The standard leaderboard for comparing embedding models on retrieval, classification, clustering and more.
RAG & retrievalCRAG
A question-answering benchmark for RAG with mock web and knowledge-graph search, including questions whose answers change over time.
RAG & retrievalFRAMES
Questions that need facts from several documents combined, testing retrieval, reasoning and factuality together.