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 21–30 of 14297 papers

Title	Date	Tasks	Status	Hype
An analysis of vision-language models for fabric retrieval	Jul 7, 2025	AttributeCross-Modal Retrieval	—Unverified	0
Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model	Jul 7, 2025	Image RetrievalLanguage Modeling	—Unverified	0
LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop	Jul 6, 2025	Retrieval	—Unverified	0
LineRetriever: Planning-Aware Observation Reduction for Web Agents	Jun 30, 2025	RetrievalSemantic Similarity	—Unverified	0
RAG-R1 : Incentivize the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism	Jun 30, 2025	Question AnsweringRAG	CodeCode Available	5
Dare to Plagiarize? Plagiarized Painting Recognition and Retrieval	Jun 29, 2025	Metric LearningRetrieval	—Unverified	0
Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval	Jun 28, 2025	Cross-Modal RetrievalImage Captioning	—Unverified	0
DAPFAM: A Domain-Aware Patent Retrieval Dataset Aggregated at the Family Level	Jun 27, 2025	Patent classificationRetrieval	—Unverified	0
ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation	Jun 27, 2025	Large Language ModelNatural Language Inference	—Unverified	0
JointRank: Rank Large Set with Single Pass	Jun 27, 2025	Information RetrievalReranking	CodeCode Available	0

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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