Your Embedding Model is SMARTer Than You Think.

arXiv:2605.24938v2 Announce Type: replace-cross Abstract: Multimodal retrieval relies heavily on single-vector retrievers, which compress rich, sequential token sequences into one single global representation. While efficient, they discard fine-grained, local