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ResearchFormerly WizWand

Multi-hop Question Answering on MuSiQue (SubEM, LLM-Acc)

34.3SubEMEHRAG
2.0610.4318.827.17Apr 19, 2026
Updated 6mo ago

Evaluation results

MethodLinks
EHRAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0434.338.4
LinearRAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0433.937
HippoRAG2Generation Strategy=Retrieval-Augmented-Generation Methods2026.043135
GFM-RAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0429.934.6
HippoRAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0429.324.1
LightRAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0427.428.6
Vanilla RAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0426.129.6
KGPGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0425.630.1
GraphRAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0424.328.7
E2GraphRAGGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0423.826.2
RAPTORGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0423.327.4
G-retrieverGeneration Strategy=Retrieval-Augmented-Generation Methods2026.0414.415.5
GPT-4o-miniGeneration Strategy=Direct Zero-shot LLM Inference2026.0413.615.8
GPT-3.5-turboGeneration Strategy=Direct Zero-shot LLM Inference2026.0410.321.9
llama-8BGeneration Strategy=Direct Zero-shot LLM Inference2026.047.48.1
Qwen3-8BGeneration Strategy=Direct Zero-shot LLM Inference2026.046.519.8
llama-13BGeneration Strategy=Direct Zero-shot LLM Inference2026.043.34.4