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Benchmarks
Explanatory QA on Mix (test)
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76.5
EM
IGMiRAG
56.012
61.331
66.65
71.969
Feb 7, 2026
EM
F1
Updated 4d ago
Evaluation Results
Method
Method
Links
EM
F1
IGMiRAG
2026.02
76.5
74.4
NodeRAG
2026.02
75.3
73.5
Naive RAG
Top-k retrieved slices=5
2026.02
74.5
73
LightRAG
2026.02
74.5
72.8
Naive RAG
Top-k retrieved slices=3
2026.02
73.9
72.2
Cog-RAG
2026.02
73.7
72.2
Hyper-RAG
2026.02
71.4
69.7
Naive RAG
Top-k retrieved slices=1
2026.02
69.6
68.4
GPT-4o-mini
2026.02
57.5
57.5
PathRAG
2026.02
56.8
56.1
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