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 881–890 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval	Jun 4, 2021	Graph MatchingImage Retrieval	CodeCode Available	1	5
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing	Aug 31, 2022	Cloud ComputingContrastive Learning	CodeCode Available	1	5
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning	Sep 18, 2021	Backdoor AttackData Poisoning	CodeCode Available	1	5
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation	Jun 24, 2024	Information RetrievalRAG	CodeCode Available	1	5
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries	Oct 19, 2022	DecoderDrug Discovery	CodeCode Available	1	5
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources	Dec 16, 2021	ArticlesClassification	CodeCode Available	1	5
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature	Oct 24, 2023	Abstractive Text SummarizationInformation Retrieval	CodeCode Available	1	5
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks	Oct 30, 2022	Computational EfficiencyQuestion Answering	CodeCode Available	1	5
A Deep Recurrent Survival Model for Unbiased Ranking	Apr 30, 2020	Information Retrievalmodel	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

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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