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Question Answering on Natural Questions (NQ) (Precision/Recall/F1)
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71.7
Precision
RAG
38.8256
47.3603
55.895
64.4297
Feb 17, 2025
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
RAG
LLM Backbone=Llama-3.1...
2025.02
71.7
63.93
64.78
Community-GraphRAG (Local)
LLM Backbone=Llama-3.1...
2025.02
69.48
62.54
63.01
HippoRAG2
LLM Backbone=Llama-3.1...
2025.02
67.25
60.42
61.03
RaptorRAG
LLM Backbone=Llama-3.1...
2025.02
66.06
59.56
60.04
Community-GraphRAG (Global)
LLM Backbone=Llama-3.1...
2025.02
60.76
54.99
54.48
KG-GraphRAG (Triplets+Text)
LLM Backbone=Llama-3.1...
2025.02
58.36
48.93
50.27
KG-GraphRAG (Triplets only)
LLM Backbone=Llama-3.1...
2025.02
40.09
33.56
34.28
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