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 2611–2620 of 14297 papers

Title	Date	Tasks	Status	Hype
Keyword-Attentive Deep Semantic Matching	Mar 11, 2020	RetrievalText Matching	CodeCode Available	1
Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a Style	Mar 10, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	1
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models	Mar 9, 2020	Image RetrievalRetrieval	CodeCode Available	1
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval	Mar 8, 2020	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	1
Optimizing Revenue while showing Relevant Assortments at Scale	Mar 6, 2020	Assortment OptimizationInformation Retrieval	CodeCode Available	1
Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity Prior	Mar 6, 2020	GPURetrieval	CodeCode Available	1
Probability Weighted Compact Feature for Domain Adaptive Retrieval	Mar 6, 2020	Image RetrievalQuantization	CodeCode Available	1
Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning	Mar 5, 2020	ClusteringImage Retrieval	CodeCode Available	1
Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning	Mar 1, 2020	Cross-Modal RetrievalRetrieval	CodeCode Available	1
Auto-Encoding Twin-Bottleneck Hashing	Feb 27, 2020	graph constructionRetrieval	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