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 3431–3440 of 14297 papers

Title	Date	Tasks	Status
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent	Apr 24, 2025	Retrieval	—Unverified
Deep Dense Local Feature Matching and Vehicle Removal for Indoor Visual Localization	May 25, 2022	Image RetrievalRetrieval	—Unverified
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora	May 11, 2021	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified
A Deep Autoencoder System for Differentiation of Cancer Types Based on DNA Methylation State	Oct 2, 2018	RetrievalSpecificity	—Unverified
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval	Oct 7, 2020	Generative Adversarial NetworkImage Retrieval	—Unverified
Deep DNA Storage: Scalable and Robust DNA Storage via Coding Theory and Deep Learning	Aug 31, 2021	ClusteringInformation Retrieval	—Unverified
Deep domain adaptation for polyphonic melody extraction	Oct 22, 2022	Domain AdaptationInformation Retrieval	—Unverified
Deep Domain Specialisation for single-model multi-domain learning to rank	Jul 1, 2024	Domain AdaptationInformation Retrieval	—Unverified
DNN-based 3D Cloud Retrieval for Variable Solar Illumination and Multiview Spaceborne Imaging	Nov 7, 2024	Retrieval	—Unverified
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching	Apr 5, 2021	BIG-bench Machine LearningDecision Making	—Unverified

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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