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Question Answering on HotpotQA (LLM-Acc and Cont-Acc)

94.5LLM Accuracy

A-RAG (Full)

Updated 4d ago

Evaluation Results

Method	Links
A-RAG (Full) 2026.02		94.5	88
A-RAG (Naive) 2026.02		90.8	85.3
LinearRAG 2026.02		86.2	77.6
HippoRAG2 2026.02		84.8	75
GraphRAG 2026.02		82.5	74.9
Naive RAG 2026.02		81.2	79.5
HippoRAG2 2026.02		80.7	69.7
A-RAG (Full) 2026.02		77.1	74
FaithfulRAG 2026.02		76.9	75.3
A-RAG (Naive) 2026.02		76.6	70.7
Naive RAG 2026.02		74.5	72.9
LinearRAG 2026.02		72	60.5
MA-RAG 2026.02		67.1	57.9
Direct Answer 2026.02		63.6	53.5
RAGentA 2026.02		63	62.4
RAGentA 2026.02		61.2	65
MA-RAG 2026.02		60.6	54.4
FaithfulRAG 2026.02		60.5	52.5
Direct Answer 2026.02		45.4	40.7
GraphRAG 2026.02		33.2	33.3