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 2761–2770 of 14297 papers

Title	Date	Tasks	Status	Score
Lexically-Accelerated Dense Retrieval	Jul 31, 2023	Retrieval	CodeCode Available	5
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis	Jul 1, 2018	Image DescriptionImage Retrieval	CodeCode Available	5
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial Datasets	Jun 25, 2024	RetrievalRetrieval-augmented Generation	CodeCode Available	5
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank	Mar 8, 2018	Crowd CountingImage Retrieval	CodeCode Available	5
Adversarial Modality Alignment Network for Cross-Modal Molecule Retrieval	Mar 8, 2023	Contrastive LearningCross-Modal Retrieval	CodeCode Available	5
Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically	Nov 1, 2021	Retrieval	CodeCode Available	5
Leveraging Geometry for Shape Estimation from a Single RGB Image	Nov 10, 2021	ObjectRetrieval	CodeCode Available	5
Leveraging Acoustic Images for Effective Self-Supervised Audio Representation Learning	Aug 1, 2020	Cross-Modal RetrievalRepresentation Learning	CodeCode Available	5
Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching	Jan 12, 2021	audio-visual learningMetric Learning	CodeCode Available	5
Let's Transfer Transformations of Shared Semantic Representations	Mar 2, 2019	AttributeImage Retrieval	CodeCode Available	5

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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