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 2771–2780 of 14297 papers

Title	Date	Tasks	Status	Score
Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically	Nov 1, 2021	Retrieval	CodeCode Available	5
Let's Transfer Transformations of Shared Semantic Representations	Mar 2, 2019	AttributeImage Retrieval	CodeCode Available	5
Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness	May 8, 2023	Adversarial TextRetrieval	CodeCode Available	5
Less is More: Rejecting Unreliable Reviews for Product Question Answering	Jul 9, 2020	Community Question AnsweringConformal Prediction	CodeCode Available	5
Leveraging Acoustic Images for Effective Self-Supervised Audio Representation Learning	Aug 1, 2020	Cross-Modal RetrievalRepresentation Learning	CodeCode Available	5
Leveraging Geometry for Shape Estimation from a Single RGB Image	Nov 10, 2021	ObjectRetrieval	CodeCode Available	5
Length is a Curse and a Blessing for Document-level Semantics	Oct 24, 2023	Contrastive LearningInformation Retrieval	CodeCode Available	5
Adversarial Hubness in Multi-Modal Retrieval	Dec 18, 2024	Image RetrievalInformation Retrieval	CodeCode Available	5
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Apr 20, 2021	Information RetrievalLanguage Modeling	CodeCode Available	5
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text	Sep 24, 2018	Decision MakingInformation 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