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 2841–2850 of 14297 papers

Title	Date	Tasks	Status
A Comparative Analysis of Retrieval Techniques In Content Based Image Retrieval	Aug 27, 2015	Content-Based Image RetrievalEdge Detection	—Unverified
Deep convolutional embedding for digitized painting clustering	Mar 19, 2020	ClusteringDeep Clustering	—Unverified
A Comparative Analysis of Retrievability and PageRank Measures	Nov 17, 2023	Information RetrievalRetrieval	—Unverified
Content-based image retrieval using Mix histogram	Sep 20, 2019	Content-Based Image RetrievalImage Retrieval	—Unverified
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings	Oct 1, 2013	Information RetrievalLearning-To-Rank	—Unverified
Adversarial attacks against Fact Extraction and VERification	Mar 13, 2019	Fact CheckingInformation Retrieval	—Unverified
Deep Contextualized Biomedical Abbreviation Expansion	Jun 8, 2019	Information RetrievalQuestion Answering	—Unverified
Deep Convolutional Features for Image Based Retrieval and Scene Categorization	Sep 20, 2015	Image RetrievalRetrieval	—Unverified
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check	Mar 27, 2024	Conversational Question AnsweringQuestion Answering	—Unverified
Boosted Dense Retriever	Jan 16, 2022	QuantizationRetrieval	—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