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 1871–1880 of 14297 papers

Title	Date	Tasks	Status	Hype
Multiple-environment Self-adaptive Network for Aerial-view Geo-localization	Apr 18, 2022	geo-localizationImage Retrieval	CodeCode Available	1
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval	Apr 18, 2022	Entity RetrievalFact Checking	CodeCode Available	1
CgAT: Center-Guided Adversarial Training for Deep Hashing-Based Retrieval	Apr 18, 2022	Adversarial AttackAdversarial Defense	CodeCode Available	1
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration	Apr 17, 2022	NavigateRetrieval	CodeCode Available	1
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems	Apr 17, 2022	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Unsupervised Cross-Task Generalization via Retrieval Augmentation	Apr 17, 2022	RerankingRetrieval	CodeCode Available	1
Improving Passage Retrieval with Zero-Shot Question Generation	Apr 15, 2022	Language ModelingLanguage Modelling	CodeCode Available	1
Exploring Dual Encoder Architectures for Question Answering	Apr 14, 2022	Information RetrievalQuestion Answering	CodeCode Available	1
GERE: Generative Evidence Retrieval for Fact Verification	Apr 12, 2022	Claim VerificationFact Verification	CodeCode Available	1
Probabilistic Compositional Embeddings for Multimodal Image Retrieval	Apr 12, 2022	Image RetrievalRetrieval	CodeCode Available	1

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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