SOTA Fact Retrieval benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Fact Retrieval	UAV	Tok-F129.4	13	2mo ago
Generative QA Protocol Fact Retrieval	UAV	ROUGE-L29.5	13	2mo ago
WCEP	Thought-Retriever	F1 Score23.8	13	3mo ago
Gov Report	OpenOrca	F1 Score24.4	13	3mo ago
AcademicEval Related-multi	Thought-Retriever	F1 Score21.6	13	3mo ago
AcademicEval Abstract-multi	Thought-Retriever	F1 Score27.5	13	3mo ago
AcademicEval Abstract-single	Thought-Retriever	F129	13	3mo ago
Person-Sport	+ LTV	Accuracy (%)89.5	12	4mo ago
Person-Occupation	+ LTV	Accuracy49.6	12	4mo ago
Person-Instrument	+ LTV	Accuracy60.5	12	4mo ago
Landmark-Country	+ LTV	Accuracy76.2	12	4mo ago
GraphRAG-Bench Medical	HyperSU	Accuracy68.49	9	25d ago
GraphRAG-Bench	HyperSU	ACC (Fact Retrieval)67.42	9	25d ago
GraphRAG-Bench Medical Dataset	HyperSU	Recall88.9	9	25d ago
GraphRAG-Bench	HyperSU	Recall83.17	9	25d ago
Product-Company	+ LTV	Accuracy74.2	9	4mo ago
Retrieval Quality Evaluation (test)	FlowRAG	Recall90.25	8	1mo ago
G-Bench Medical (val)	GFM-RAG	Recall0.9008	8	1mo ago
FinQA (test)	APOLLO (Ensemble model)	Recall@393.31	7	4mo ago
FinQA (dev)	APOLLO (Ensemble model)	R@395.03	7	4mo ago
DATESET	Toolformer	Accuracy27.3	6	4mo ago
TEMPLAMA	Toolformer	Accuracy16.3	6	4mo ago
ConvFinQA (dev)	APOLLO (Ensemble model)	R@392.4	5	4mo ago

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