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

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Showing 821–830 of 14297 papers

Title	Date	Tasks	Status	Hype
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval	Jun 10, 2025	Image CaptioningRetrieval	CodeCode Available	1
Deconfounded Video Moment Retrieval with Causal Intervention	Jun 3, 2021	Moment RetrievalRetrieval	CodeCode Available	1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs	May 16, 2025	Information RetrievalKnowledge Graphs	CodeCode Available	1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging	Aug 17, 2021	Compressive SensingComputational Efficiency	CodeCode Available	1
Disentangling Derivatives, Uncertainty and Error in Gaussian Process Models	Dec 9, 2020	Earth ObservationGaussian Processes	CodeCode Available	1
Decoupling Strategy and Generation in Negotiation Dialogues	Aug 29, 2018	reinforcement-learningReinforcement Learning	CodeCode Available	1
Deep metric learning using Triplet network	Dec 20, 2014	General ClassificationInformation Retrieval	CodeCode Available	1
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation	Oct 10, 2021	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
Deformation-Aware 3D Model Embedding and Retrieval	Apr 2, 2020	3D Object ReconstructionMetric Learning	CodeCode Available	1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing	Apr 27, 2021	BenchmarkingRetrieval	CodeCode Available	1

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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