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 1711–1720 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Are Local Features All You Need for Cross-Domain Visual Place Recognition?	Apr 12, 2023	AllRe-Ranking	CodeCode Available	1	5
BachGAN: High-Resolution Image Synthesis from Salient Object Layout	Mar 26, 2020	Generative Adversarial NetworkHallucination	CodeCode Available	1	5
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models	Oct 11, 2023	RetrievalRetrieval-augmented Generation	CodeCode Available	1	5
GERE: Generative Evidence Retrieval for Fact Verification	Apr 12, 2022	Claim VerificationFact Verification	CodeCode Available	1	5
An Approach to Ensure Fairness in News Articles	Jul 8, 2022	ArticlesFairness	CodeCode Available	1	5
ECLIPSE: Efficient Long-range Video Retrieval using Sight and Sound	Apr 6, 2022	RetrievalText to Video Retrieval	CodeCode Available	1	5
Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders	Nov 16, 2023	Data AugmentationDomain Generalization	CodeCode Available	1	5
Modality-Agnostic Attention Fusion for visual search with text feedback	Jun 30, 2020	Image RetrievalRetrieval	CodeCode Available	1	5
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction	Apr 16, 2021	Information RetrievalKeyword Extraction	CodeCode Available	1	5
Chain-of-Skills: A Configurable Model for Open-domain Question Answering	May 4, 2023	Open-Domain Question AnsweringQuestion Answering	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