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Benchmarks
Multi-Hop QA on 2Wiki (test)
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57.5
EM
IGMiRAG
26.3
34.4
42.5
50.6
Feb 7, 2026
EM
F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
EM
F1
IGMiRAG
2026.02
57.5
67.4
Hyper-RAG
2026.02
45.3
54
Naive RAG
Top-k retrieved slices=5
2026.02
41.1
48.9
NodeRAG
2026.02
40.9
49.7
PathRAG
2026.02
40.2
47.8
Naive RAG
Top-k retrieved slices=3
2026.02
37.9
45.1
LightRAG
2026.02
35.2
41.4
GPT-4o-mini
2026.02
32.2
37.4
Naive RAG
Top-k retrieved slices=1
2026.02
28.8
35.1
Cog-RAG
2026.02
27.5
40.7
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