AI benchmarks: what each one measures

1 of 85 benchmarks

Benchmark	Domain	Introduced	Paper	Scores
MTEB (and MMTEB)Embed text for retrieval, clustering, classification, reranking and similarity.Embeddings · 2022MTEB community (Hugging Face and collaborators)	Embeddings	Oct 13, 20224 years ago	2210.07316	96

Scores counts the models with a captured score on the boards that publish this benchmark. A dot means we capture no board for it yet.

Sources: each benchmark's paper (arXiv) and its official site or leaderboard. Scores are the boards captured here every day, exactly as published.

AI benchmarks: what is being measured