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Question Answering on SyllabusQA Multi-Document 7

72.4AccuracyDeepRead
22.89635.74848.661.452Feb 4, 2026

Evaluation results

MethodLinks
DeepReadSearch expansion=Enabled2026.0272.4
DeepRead2026.0270.9
Search-o1Search expansion=Enabled2026.0268.4
Search-o12026.0257.1
RAPTOR2026.0240.3
ITRGRetrieval refinement strategy=refine2026.0231.3
ITRGRetrieval refinement strategy=refresh2026.0231
Dense RAG2026.0226.3
Dense RAGReranking=Enabled2026.0224.8