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 4881–4890 of 14297 papers

Title	Date	Tasks	Status	Score
Geometric features for voxel-based surface recognition	Jan 16, 2017	General ClassificationRetrieval	CodeCode Available	5
Explainable and Discourse Topic-aware Neural Language Understanding	Jun 18, 2020	Document ClassificationLanguage Modeling	CodeCode Available	5
Goal-Oriented Script Construction	Jul 28, 2021	ArticlesLanguage Modeling	CodeCode Available	5
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language Model	Apr 30, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language Models	May 26, 2025	Open-Domain Question AnsweringPassage Retrieval	CodeCode Available	5
Legal Case Document Similarity: You Need Both Network and Text	Sep 26, 2022	Citation RecommendationRetrieval	CodeCode Available	5
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond	Aug 28, 2023	Retrieval	CodeCode Available	5
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?	Mar 4, 2025	Image InpaintingRetrieval	CodeCode Available	5
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations	Nov 16, 2016	Image RetrievalRetrieval	CodeCode Available	5
Efficient Cross-Modal Video Retrieval with Meta-Optimized Frames	Oct 16, 2022	Bilevel OptimizationRetrieval	CodeCode Available	5

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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