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Question Answering on MuSiQue 1,000 questions sample (val)
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32.3
Containment Accuracy
LinearRAG
13.684
18.517
23.35
28.183
Jun 16, 2026
Containment Accuracy
GPT Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Containment Accuracy
GPT Accuracy
LinearRAG
LLM=GPT-4o-mini
2026.06
32.3
35.1
FlowRAG
LLM=GPT-4o-mini
2026.06
32.2
37.1
HippoRAG2
LLM=GPT-4o-mini
2026.06
31
35
GFM-RAG
LLM=GPT-4o-mini
2026.06
29.9
34.6
HippoRAG
LLM=GPT-4o-mini
2026.06
29.3
24.1
LightRAG
LLM=GPT-4o-mini
2026.06
27.4
28.6
Vanilla RAG
LLM=GPT-4o-mini
2026.06
26.1
29.6
KGP
LLM=GPT-4o-mini
2026.06
25.6
30.1
E2GraphRAG
LLM=GPT-4o-mini
2026.06
23.8
26.2
RAPTOR
LLM=GPT-4o-mini
2026.06
23.3
27.4
G-retriever
LLM=GPT-4o-mini
2026.06
14.4
15.5
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