Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 261–270 of 14297 papers

Title	Date	Tasks	Status	Hype
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models	May 24, 2025	Image-text RetrievalLanguage Modeling	—Unverified	0
Supervised and Unsupervised protocols for hetero-associative neural networks	May 24, 2025	Retrieval	—Unverified	0
A Survey of LLM DATA	May 24, 2025	Large Language ModelManagement	CodeCode Available	4
Removal of Hallucination on Hallucination: Debate-Augmented RAG	May 24, 2025	HallucinationRAG	CodeCode Available	1
BRIT: Bidirectional Retrieval over Unified Image-Text Graph	May 24, 2025	Image to textQuestion Answering	—Unverified	0
DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval	May 23, 2025	Image RetrievalRetrieval	—Unverified	0
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain	May 23, 2025	Question AnsweringRAG	—Unverified	0
Distilling LLM Agent into Small Models with Retrieval and Code Tools	May 23, 2025	Action GenerationDomain Generalization	CodeCode Available	3
UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification	May 23, 2025	RetrievalText to SQL	—Unverified	0
Cultural Awareness in Vision-Language Models: A Cross-Country Exploration	May 23, 2025	Retrieval	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified