Across 13 embedding models and 18 numeric formats, retrieval accuracy on the new EmbedNum-1K benchmark averages 54%, just above chance, showing that embedding models largely fail to encode numeric detail.
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Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models
Across 13 embedding models and 18 numeric formats, retrieval accuracy on the new EmbedNum-1K benchmark averages 54%, just above chance, showing that embedding models largely fail to encode numeric detail.