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ResearchFormerly WizWand

Open-Domain Question Answering on TQA

71.4AccuracySelf-RAG + QREAM-ICL
66.09667.47368.8570.227Apr 19, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Self-RAG + QREAM-ICLRAG Framework=Self-RAG Integration2026.0471.474
Self-RAG + QREAM-FTRAG Framework=Self-RAG Integration2026.0471.274.5
QREAM-ICLRAG Framework=Standard RAG, Backbone LLM=Llama-3-8B-Instruct2026.0468.770.7
QREAM-FTRAG Framework=Standard RAG, Backbone LLM=Llama-3-8B-Instruct2026.0468.570.5
QREAM-FTRAG Framework=Standard RAG, Backbone LLM=Mistral-7B-Instruct2026.0467.667.1
HippoRAG + QREAM-FTRAG Framework=HippoRAG Integration2026.0467.671.9
HippoRAG + QREAM-ICLRAG Framework=HippoRAG Integration2026.0467.270.5
QREAM-ICLRAG Framework=Standard RAG, Backbone LLM=Mistral-7B-Instruct2026.0466.367.5