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Question Answering on HotpotQA (Contain-Acc, LLM-Acc)
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65.6
Containment Accuracy
MemGraphRAG
37.104
44.502
51.9
59.298
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
65.6
69.4
HippoRAG2
Method Category=Graph-...
2026.05
64.9
67.3
LightRAG
Method Category=Graph-...
2026.05
64.3
63.1
KGP
Method Category=Graph-...
2026.05
63.2
62.1
E2GraphRAG
Method Category=Graph-...
2026.05
61.5
65.7
HippoRAG
Method Category=Graph-...
2026.05
59.5
64
RAPTOR
Method Category=Graph-...
2026.05
57.1
59.7
Vanilla RAG (Top-5)
Method Category=Non-st...
2026.05
56
58.1
Vanilla RAG (Top-3)
Method Category=Non-st...
2026.05
54.5
55.1
LazyGraphRAG
Method Category=Graph-...
2026.05
50.8
41.4
MS-GraphRAG
Method Category=Graph-...
2026.05
49.9
42.7
Vanilla RAG (Top-1)
Method Category=Non-st...
2026.05
48.4
51.7
G-retriever
Method Category=Graph-...
2026.05
44.7
43.7
llama-70B-instruct
Method Category=Non-st...
2026.05
38.2
40.5
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