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 1731–1740 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching	Mar 26, 2022	geo-localizationImage Retrieval	CodeCode Available	1	5
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better	Jun 16, 2021	Deep LearningInformation Retrieval	CodeCode Available	1	5
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos	Apr 1, 2022	Passage RetrievalRetrieval	CodeCode Available	1	5
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models	Oct 15, 2023	CPUGPU	CodeCode Available	1	5
GFTE: Graph-based Financial Table Extraction	Mar 17, 2020	Information RetrievalPosition	CodeCode Available	1	5
Efficiently predicting high resolution mass spectra with graph neural networks	Jan 26, 2023	Graph ClassificationInformation Retrieval	CodeCode Available	1	5
GERE: Generative Evidence Retrieval for Fact Verification	Apr 12, 2022	Claim VerificationFact Verification	CodeCode Available	1	5
Exploring the Best Practices of Query Expansion with Large Language Models	Jan 12, 2024	Information RetrievalRe-Ranking	CodeCode Available	1	5
GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval	Apr 30, 2021	Entity Retrievalimage-classification	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

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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