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 61–70 of 14297 papers

Title	Date	Tasks	Status	Hype
Fine-grained Image Retrieval via Dual-Vision Adaptation	Jun 19, 2025	Image RetrievalKnowledge Distillation	—Unverified	0
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing	Jun 19, 2025	RAGRetrieval	—Unverified	0
From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents	Jun 18, 2025	Language ModelingLanguage Modelling	—Unverified	0
Optimizing Web-Based AI Query Retrieval with GPT Integration in LangChain A CoT-Enhanced Prompt Engineering Approach	Jun 18, 2025	Prompt EngineeringRetrieval	—Unverified	0
Veracity: An Open-Source AI Fact-Checking System	Jun 18, 2025	Fact CheckingMisinformation	—Unverified	0
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree	Jun 18, 2025	ChunkingCode Generation	CodeCode Available	2
AviationLLM: An LLM-based Knowledge System for Aviation Training	Jun 17, 2025	RAGRetrieval	—Unverified	0
Reimagining Target-Aware Molecular Generation through Retrieval-Enhanced Aligned Diffusion	Jun 17, 2025	Drug DesignDrug Discovery	—Unverified	0
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge	Jun 17, 2025	BenchmarkingRetrieval	CodeCode Available	0
Refining music sample identification with a self-supervised graph neural network	Jun 17, 2025	Contrastive LearningGraph Neural Network	CodeCode Available	1

Show:10 25 50

← PrevPage 7 of 1430Next →

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