Introduces DocHaystack and InfoHaystack, 1000-document visual retrieval benchmarks, and V-RAG, an ensemble-plus-filter RAG method that improves Recall@1 by 9 and 11 points over prior baselines.
Visual question answering on image sets
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Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents
Introduces DocHaystack and InfoHaystack, 1000-document visual retrieval benchmarks, and V-RAG, an ensemble-plus-filter RAG method that improves Recall@1 by 9 and 11 points over prior baselines.