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 2281–2290 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Chain-of-Skills: A Configurable Model for Open-domain Question Answering	May 4, 2023	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1	5
Learning the Best Pooling Strategy for Visual Semantic Embedding	Nov 9, 2020	Cross-Modal Information RetrievalImage-text Retrieval	CodeCode Available	1	5
Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval	Sep 20, 2019	RelationRelation Extraction	CodeCode Available	1	5
Learning To Detect Scene Landmarks for Camera Localization	Jan 1, 2022	Camera LocalizationImage Retrieval	CodeCode Available	1	5
CREPE: Can Vision-Language Foundation Models Reason Compositionally?	Dec 13, 2022	Image RetrievalNegation	CodeCode Available	1	5
CREPE: A Convolutional Representation for Pitch Estimation	Feb 17, 2018	Information RetrievalMusic Information Retrieval	CodeCode Available	1	5
Cross-Batch Memory for Embedding Learning	Dec 14, 2019	GPUImage Retrieval	CodeCode Available	1	5
Learning Token-based Representation for Image Retrieval	Dec 12, 2021	Image RetrievalRetrieval	CodeCode Available	1	5
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering	Mar 26, 2024	BenchmarkingMachine Reading Comprehension	CodeCode Available	1	5
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval	Apr 18, 2021	RetrievalText 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