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Question Answering on 2WikiMultiHopQA (Contain-Acc/LLM-Acc)
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69.4
Containment Accuracy
MemGraphRAG
32.376
41.988
51.6
61.212
May 30, 2026
Containment Accuracy
LLM Accuracy
Updated 1d ago
Evaluation Results
Method
Method
Links
Containment Accuracy
LLM Accuracy
MemGraphRAG
Method Category=Graph-...
2026.05
69.4
66.8
HippoRAG
Method Category=Graph-...
2026.05
69
63.8
HippoRAG2
Method Category=Graph-...
2026.05
61.9
54.4
E2GraphRAG
Method Category=Graph-...
2026.05
58.6
40.5
LightRAG
Method Category=Graph-...
2026.05
55.3
40.7
RAPTOR
Method Category=Graph-...
2026.05
54.7
45
Vanilla RAG (Top-5)
Method Category=Non-st...
2026.05
53.2
46.7
G-retriever
Method Category=Graph-...
2026.05
50.5
30.8
MS-GraphRAG
Method Category=Graph-...
2026.05
50
39.8
Vanilla RAG (Top-3)
Method Category=Non-st...
2026.05
46.6
39.2
LazyGraphRAG
Method Category=Graph-...
2026.05
46.6
36.8
Vanilla RAG (Top-1)
Method Category=Non-st...
2026.05
40.2
34.4
KGP
Method Category=Graph-...
2026.05
34.7
32.6
llama-70B-instruct
Method Category=Non-st...
2026.05
33.8
29.3
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