When Cross‑Encoder Rerankers Pay Off — and When They Don’t
Cross‑encoders can tighten retrieval when embeddings miss nuance, but they add latency and often don’t outperform strong embeddings alone. This article benchmarks four embedding models and three rerankers on enterprise document queries, showing when the extra reranker layer is justified and when it’s wasteful.