一作SIGIR 2026Poster· Information Retrieval (Resource)
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries
Yin Wu · Quanyu Long · Jing Li · Jianfei Yu · Wenya Wang
摘要
Retrieval-augmented generation (RAG) augments large language models (LLMs) with external knowledge to tackle knowledge-intensive question answering.While several benchmarks evaluate multimodal LLMs (MLLMs) under multimodal RAG settings, they predominantly retrieve from textual corpora and do not...