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 5001–5010 of 14297 papers

Title	Date	Tasks	Status	Score
Generalizing A Person Retrieval Model Hetero- and Homogeneously	Sep 1, 2018	Domain Adaptationmodel	CodeCode Available	5
MaSS: A Large and Clean Multilingual Corpus of Sentence-aligned Spoken Utterances Extracted from the Bible	Jul 30, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Extending CLIP for Category-to-image Retrieval in E-commerce	Dec 21, 2021	AttributeImage Retrieval	CodeCode Available	5
Generating Images from Captions with Attention	Nov 9, 2015	Image GenerationRetrieval	CodeCode Available	5
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval	Sep 1, 2018	Image RetrievalMulti-Task Learning	CodeCode Available	5
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery	Sep 7, 2018	Biomedical Information RetrievalInformation Retrieval	CodeCode Available	5
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?	Mar 8, 2018	Image RetrievalMetric Learning	CodeCode Available	5
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available	5
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights	Mar 31, 2024	Legal ReasoningRetrieval	CodeCode Available	5
GATE-Time: Extraction of Temporal Expressions and Events	May 1, 2016	Information RetrievalRetrieval	CodeCode Available	5

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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