Cohere responds to benchmark criticism: still leads EmbeddingGemma 2 on standard nDCG@10

cohere · x · 2026-10-18

Responding to questions about whether RCP-nDCG is its own methodology, Cohere confirms it is, but says it still leads Google's EmbeddingGemma 2 on standard nDCG@10 as well: ViDoRe v3 Regular text-search average of 59.3 vs 47.6.

This is a follow-up to Cohere's earlier claim that Embed 5 Fast leads on over 95% of 163 datasets.

Related event: Cohere Claims Embed 5 Fast Beats Google's Embedding Model Across Benchmarks(2 posts)→

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