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 2481–2490 of 14297 papers

Title	Date	Tasks	Status	Hype
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)	Aug 3, 2020	Natural Language QueriesRetrieval	CodeCode Available	1
audioLIME: Listenable Explanations Using Source Separation	Aug 2, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	1
ForkGAN: Seeing into the Rainy Night	Aug 1, 2020	Image GenerationImage Segmentation	CodeCode Available	1
A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks	Aug 1, 2020	Retrieval	CodeCode Available	1
Ultra-light deep MIR by trimming lottery tickets	Jul 31, 2020	Audio ClassificationCPU	CodeCode Available	1
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets	Jul 30, 2020	Language ModelingLanguage Modelling	CodeCode Available	1
Dynamic Character Graph via Online Face Clustering for Movie Analysis	Jul 29, 2020	ClusteringFace Clustering	CodeCode Available	1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval	Jul 29, 2020	Image RetrievalRetrieval	CodeCode Available	1
Declarative Experimentation in Information Retrieval using PyTerrier	Jul 28, 2020	GPUInformation Retrieval	CodeCode Available	1
Robust Image Retrieval-based Visual Localization using Kapture	Jul 27, 2020	Image RetrievalPose Estimation	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