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 1701–1710 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Generative Dense Retrieval: Memory Can Be a Burden	Jan 19, 2024	Retrieval	CodeCode Available	1	5
Are Local Features All You Need for Cross-Domain Visual Place Recognition?	Apr 12, 2023	AllRe-Ranking	CodeCode Available	1	5
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling	Oct 25, 2023	Computational EfficiencyDisentanglement	CodeCode Available	1	5
Dynamic Modality Interaction Modeling for Image-Text Retrieval	Jul 11, 2021	cross-modal alignmentCross-Modal Retrieval	CodeCode Available	1	5
Generative Multi-Modal Knowledge Retrieval with Large Language Models	Jan 16, 2024	Retrieval	CodeCode Available	1	5
Minimizing FLOPs to Learn Efficient Sparse Representations	Apr 12, 2020	QuantizationRepresentation Learning	CodeCode Available	1	5
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning	Aug 12, 2020	Image-to-Image TranslationRetrieval	CodeCode Available	1	5
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)	Dec 18, 2023	RAGRetrieval	CodeCode Available	1	5
Generator-Retriever-Generator Approach for Open-Domain Question Answering	Jul 21, 2023	Language ModelingLanguage Modelling	CodeCode Available	1	5
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter	Jan 25, 2025	Computational EfficiencyRAG	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