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Question Answering on Agriculture
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37.39
F1 Score
Graph-R1 (3B)
11.6396
18.3248
25.01
31.6952
Jul 29, 2025
F1 Score
EM
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
EM
Graph-R1 (3B)
Base Model=Qwen2.5-3B-...
2025.07
37.39
25.98
HyperGraphRAG
Base Model=GPT-4o-mini
2025.07
33.89
-
StandardRAG
Base Model=GPT-4o-mini
2025.07
27.43
-
PathRAG
Base Model=GPT-4o-mini
2025.07
21.3
-
GraphRAG
Base Model=GPT-4o-mini
2025.07
21.28
-
LightRAG
Base Model=GPT-4o-mini
2025.07
18.24
-
Search-R1 (3B)
Base Model=Qwen2.5-3B-...
2025.07
17.65
11.33
NaiveGeneration
Base Model=GPT-4o-mini
2025.07
12.74
-
HippoRAG2
Base Model=GPT-4o-mini
2025.07
12.63
-
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