Information Retrieval on Disaster Response Documentation
74NDCGRAPTOR-AI
Evaluation results
| Method | Links | |
|---|---|---|
| RAPTOR-AIstructure=hierarchical, modality=multimodal, controller=agentic, strategy_selection=entropy-aware2026.01 | 74 | |
| RAPTOR Text-Onlyembeddings=text-only, adaptation=disaster content2026.01 | 61 | |
| ColVBERTretrieval_strategy=late-interaction multimodal, hierarchical_structure=false2026.01 | 59 | |
| Standard RAGretrieval_strategy=vector similarity search, embeddings=text-only2026.01 | 52 | |
| Naive Retrievalretrieval_strategy=keyword-based, semantic_embeddings=false2026.01 | 38 |