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Path Reasoning on BioMedHop
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73.2
MCQ Accuracy
BioWeave
24.84
37.395
49.95
62.505
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
73.2
68.6
70.9
PoG
Type=KG-based RAG
2026.06
65.4
46.8
56.1
ToG-2
Type=Hybrid RAG
2026.06
63.1
61.8
62.5
CoK
Type=Hybrid RAG
2026.06
55.4
64.5
60
ToG
Type=KG-based RAG
2026.06
48.5
49.2
48.9
Naive Doc
Type=Vanilla
2026.06
37.8
29.1
33.5
Naive Web
Type=Vanilla
2026.06
37.8
32.7
35.2
CoT
Type=LLM-only
2026.06
33.3
21.8
27.5
IO
Type=LLM-only
2026.06
26.7
25.5
26.1
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