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Situational Grounding on Disaster Response Documentation

88SGA ScoreRAPTOR-AI
49.5259.5169.579.49Jan 18, 2026

Evaluation results

MethodLinks
RAPTOR-AIstructure=hierarchical, modality=multimodal, controller=agentic2026.0188
ColVBERTretrieval_strategy=late-interaction multimodal2026.0171
RAPTOR Text-Onlyembeddings=text-only2026.0169
Standard RAGembeddings=text-only2026.0167
Naive Retrievalretrieval_strategy=keyword-based2026.0151