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Question Answering on CS (EM/F1)
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37.45
F1 Score
Graph-R1 (3B)
16.5356
21.9653
27.395
32.8247
Jul 29, 2025
F1 Score
Exact Match (EM)
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Exact Match (EM)
Graph-R1 (3B)
Base Model=Qwen2.5-3B-...
2025.07
37.45
27.54
HyperGraphRAG
Base Model=GPT-4o-mini
2025.07
31.3
-
StandardRAG
Base Model=GPT-4o-mini
2025.07
28.93
-
PathRAG
Base Model=GPT-4o-mini
2025.07
26.73
-
Search-R1 (3B)
Base Model=Qwen2.5-3B-...
2025.07
25.39
17.97
GraphRAG
Base Model=GPT-4o-mini
2025.07
23.33
-
LightRAG
Base Model=GPT-4o-mini
2025.07
22.72
-
NaiveGeneration
Base Model=GPT-4o-mini
2025.07
18.65
-
HippoRAG2
Base Model=GPT-4o-mini
2025.07
17.34
-
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