ColNanoVDR: Document-Free Query Distillation for Multi-Vector Visual Document Retrieval via Optimal Transport
ColNanoVDR distills multi-vector document retrievers into 149M students that keep 95% NDCG@5 and run up to 26x faster.
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Stories tagged #visual-document-retrieval
Generative Late-Interaction Embeddings For Visual Document Retrieval
GLIE compresses visual document retrieval embeddings to four vectors per page while retaining nearly 80% of uncompressed nDCG@5 accuracy.