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ResearchFormerly WizWand

Question Answering on 2WikiMultihopQA (LLM-Acc/Cont-Acc)

89.7LLM-AccA-RAG (Full)
15.54834.79954.0573.301Feb 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
A-RAG (Full)Backbone LLM=GPT-5-mini2026.0289.788.9
LinearRAGBackbone LLM=GPT-5-mini2026.0287.284.8
HippoRAG2Backbone LLM=GPT-5-mini2026.028279.7
A-RAG (Naive)Backbone LLM=GPT-5-mini2026.0270.676.9
GraphRAGBackbone LLM=GPT-5-mini2026.0266.570.7
HippoRAG2Backbone LLM=GPT-4o-mini2026.0264.768.5
LinearRAGBackbone LLM=GPT-4o-mini2026.0262.962.3
A-RAG (Full)Backbone LLM=GPT-4o-mini2026.0260.263.7
MA-RAGBackbone LLM=GPT-5-mini2026.0254.754.3
A-RAG (Naive)Backbone LLM=GPT-4o-mini2026.0252.362.4
FaithfulRAGBackbone LLM=GPT-5-mini2026.0251.856.6
Direct AnswerBackbone LLM=GPT-5-mini2026.0251.354
MA-RAGBackbone LLM=GPT-4o-mini2026.025153.4
Naive RAGBackbone LLM=GPT-5-mini2026.0250.266.5
Naive RAGBackbone LLM=GPT-4o-mini2026.0242.659
FaithfulRAGBackbone LLM=GPT-4o-mini2026.0238.838.1
Direct AnswerBackbone LLM=GPT-4o-mini2026.0230.349.7
RAGentABackbone LLM=GPT-4o-mini2026.0227.750.3
RAGentABackbone LLM=GPT-5-mini2026.022453.5
GraphRAGBackbone LLM=GPT-4o-mini2026.0218.447.2