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VOL. I·NO. 01
SATURDAY, OCTOBER 10, 2026
  1. 001Hacker NewsOCT · 10English

    What do MTEB scores mean, and how should you choose an embedding model?

    MTEB is a benchmark for comparing text embedding models used in search and RAG systems, but its per-language leaderboard is misleading because each language is evaluated on different tasks with varying difficulty and frequency, making direct score comparisons invalid—for example, a model scoring 32 points higher on Malayalam than English does not mean it performs better in Malayalam.

    By Santhosh Thottingal