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 3671–3680 of 14297 papers

Title	Date	Tasks	Status
Data-Driven Design for Fourier Ptychographic Microscopy	Apr 8, 2019	Experimental DesignRetrieval	—Unverified
Data-Driven Design-by-Analogy: State of the Art and Future Directions	Jun 3, 2021	Retrieval	—Unverified
Dense Hebbian neural networks: a replica symmetric picture of supervised learning	Nov 25, 2022	Retrievalvalid	—Unverified
Automatic tagging and retrieval of E-Commerce products based on visual features	Jun 1, 2016	Content-Based Image RetrievalImage Retrieval	—Unverified
Dense Multimodal Fusion for Hierarchically Joint Representation	Oct 8, 2018	Cross-Modal RetrievalRetrieval	—Unverified
Towards Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems	Nov 5, 2021	compressed sensingRetrieval	—Unverified
An Ensemble Dialogue System for Facts-Based Sentence Generation	Feb 5, 2019	RerankingRetrieval	—Unverified
Accessibility in Information Retrieval	Apr 12, 2024	Information RetrievalManagement	—Unverified
Dense Retrieval Adaptation using Target Domain Description	Jul 6, 2023	Domain AdaptationInformation Retrieval	—Unverified
Data description and retrieval using periods represented by uncertain time intervals	May 11, 2019	Retrieval	—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