Question Answering on WebQuestionsSP

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	ChatKBQA	83.5	No	ChatKBQA: A Generate-then-Retrieve Framework for...	2023-10-13	Code
2	DPA-RAG	81.74	No	Understand What LLM Needs: Dual Preference Align...	2024-06-26	Code
3	ReTraCk Oracle EL	74.7	No	-	-	Code
4	SPARKLE	71.1	No	SPARKLE: Enhancing SPARQL Generation with Direct...	2024-06-29	Code
5	ReTraCk	71	No	-	-	Code

#1ChatKBQASOTA
83.5
F1· 2023-10-13
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Code
#2DPA-RAG
81.74
F1· 2024-06-26
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Code
#3ReTraCk Oracle EL
74.7
F1
No paperCode
#4SPARKLE
71.1
F1· 2024-06-29
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Code
#5ReTraCk
71
F1
No paperCode