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Question Answering on MuSiQue (Contain-Acc, LLM-Acc)
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33.9
Containment Accuracy
HippoRAG2
13.62
18.885
24.15
29.415
May 30, 2026
Containment Accuracy
LLM Accuracy
Updated 1d ago
Evaluation Results
Method
Method
Links
Containment Accuracy
LLM Accuracy
HippoRAG2
Method Category=Graph-...
2026.05
33.9
37.6
MemGraphRAG
Method Category=Graph-...
2026.05
33.7
39.5
HippoRAG
Method Category=Graph-...
2026.05
31.8
28.4
Vanilla RAG (Top-3)
Method Category=Non-st...
2026.05
29.5
31.7
Vanilla RAG (Top-5)
Method Category=Non-st...
2026.05
28.2
32.3
LightRAG
Method Category=Graph-...
2026.05
28
27.7
RAPTOR
Method Category=Graph-...
2026.05
26.5
32.1
KGP
Method Category=Graph-...
2026.05
24.8
30.2
E2GraphRAG
Method Category=Graph-...
2026.05
24.2
27.4
LazyGraphRAG
Method Category=Graph-...
2026.05
23.1
27.7
Vanilla RAG (Top-1)
Method Category=Non-st...
2026.05
22.2
23.1
G-retriever
Method Category=Graph-...
2026.05
18.9
19.8
MS-GraphRAG
Method Category=Graph-...
2026.05
17.6
22.2
llama-70B-instruct
Method Category=Non-st...
2026.05
14.4
16.5
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