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Entity Pair on BioMedHop
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80.4
MCQ Accuracy
BioWeave
20.704
36.202
51.7
67.198
Jun 15, 2026
MCQ Accuracy
Open-Answer Accuracy
Macro Avg Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
MCQ Accuracy
Open-Answer Accuracy
Macro Avg Accuracy
BioWeave
Type=Proposed
2026.06
80.4
50.6
65.5
PoG
Type=KG-based RAG
2026.06
76.5
12.3
44.4
ToG-2
Type=Hybrid RAG
2026.06
74.2
38.5
56.4
ToG
Type=KG-based RAG
2026.06
68.5
8.4
38.5
CoK
Type=Hybrid RAG
2026.06
65.4
25.1
45.2
Naive Web
Type=Vanilla
2026.06
61
0
30.5
Naive Doc
Type=Vanilla
2026.06
57.6
2.4
30
CoT
Type=LLM-only
2026.06
31
2.4
16.7
IO
Type=LLM-only
2026.06
23
2.4
12.7
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