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Benchmarks
Explanatory QA on Pathology (test)
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79.2
EM
IGMiRAG
61.208
65.879
70.55
75.221
Feb 7, 2026
EM
F1
Updated 4d ago
Evaluation Results
Method
Method
Links
EM
F1
IGMiRAG
2026.02
79.2
77.4
Cog-RAG
2026.02
78.9
78
Naive RAG
Top-k retrieved slices=5
2026.02
77.3
75.9
Naive RAG
Top-k retrieved slices=3
2026.02
76.8
75.5
NodeRAG
2026.02
76.6
75.6
Naive RAG
Top-k retrieved slices=1
2026.02
76.5
74.8
Hyper-RAG
2026.02
75.9
75.2
LightRAG
2026.02
75.5
73.6
GPT-4o-mini
2026.02
72.1
69.4
PathRAG
2026.02
61.9
61.8
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