Navigating Sparse Evidence: Agentic Visual RAG via Explicit Context Selection and Consolidation
This work proposes SCoRE (Selection and Consolidation for Robust Evidence), a unified agent loop for explicit evidence selection and consolidation, which decouples final reasoning from exploratory trial-and-error while ensuring strict visual grounding via indexed claim-to-image linkages.
Yucheng Shen, Lingyong Yan, Jiulong Wu et al.
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