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Question Answering on Medicine
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37.18
F1 Score (F1)
Graph-R1 (3B)
11.8144
18.3997
24.985
31.5703
Jul 29, 2025
F1 Score (F1)
Exact Match (EM)
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score (F1)
Exact Match (EM)
Graph-R1 (3B)
Base Model=Qwen2.5-3B-...
2025.07
37.18
24.22
HyperGraphRAG
Base Model=GPT-4o-mini
2025.07
35.35
-
StandardRAG
Base Model=GPT-4o-mini
2025.07
27.9
-
Search-R1 (3B)
Base Model=Qwen2.5-3B-...
2025.07
21.84
12.7
HippoRAG2
Base Model=GPT-4o-mini
2025.07
21.34
-
GraphRAG
Base Model=GPT-4o-mini
2025.07
17.6
-
PathRAG
Base Model=GPT-4o-mini
2025.07
14.94
-
NaiveGeneration
Base Model=GPT-4o-mini
2025.07
12.89
-
LightRAG
Base Model=GPT-4o-mini
2025.07
12.79
-
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