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 2611–2620 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support	Feb 7, 2023	Response GenerationRetrieval	CodeCode Available	1	5
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation	Apr 27, 2025	RAGRetrieval	CodeCode Available	1	5
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning	Mar 29, 2021	Image RetrievalMetric Learning	CodeCode Available	1	5
Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval	Jun 21, 2021	Information RetrievalPassage Ranking	CodeCode Available	1	5
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D Shapes	Jan 12, 2025	NavigateObject	CodeCode Available	1	5
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG	Nov 12, 2024	RAGRetrieval	CodeCode Available	1	5
ComCLIP: Training-Free Compositional Image and Text Matching	Nov 25, 2022	Image-text matchingImage-text Retrieval	CodeCode Available	1	5
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge	Oct 23, 2022	Knowledge GraphsResponse Generation	CodeCode Available	1	5
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features	Aug 22, 2023	Contrastive LearningImage Retrieval	CodeCode Available	1	5
Compositional Attention: Disentangling Search and Retrieval	Oct 18, 2021	Retrieval	CodeCode Available	1	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