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 2671–2680 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion	Mar 21, 2023	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1	5
A Statutory Article Retrieval Dataset in French	Aug 26, 2021	ArticlesInformation Retrieval	CodeCode Available	1	5
Learning Token-based Representation for Image Retrieval	Dec 12, 2021	Image RetrievalRetrieval	CodeCode Available	1	5
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing	Dec 25, 2020	QuantizationRetrieval	CodeCode Available	1	5
Compressing LLMs: The Truth is Rarely Pure and Never Simple	Oct 2, 2023	QuantizationRetrieval	CodeCode Available	1	5
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization	Nov 14, 2022	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1	5
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs	Jun 20, 2024	Knowledge DistillationKnowledge Graphs	CodeCode Available	1	5
Reasoning over Public and Private Data in Retrieval-Based Systems	Mar 14, 2022	Fact CheckingInformation Retrieval	CodeCode Available	1	5
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and Efficiently	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1	5
Compositional Learning of Image-Text Query for Image Retrieval	Jun 19, 2020	Image Retrieval	CodeCode Available	1	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