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 1331–1340 of 14297 papers

Title	Date	Tasks	Status	Hype
GOTPR: General Outdoor Text-based Place Recognition Using Scene Graph Retrieval with OpenStreetMap	Jan 15, 2025	Retrieval	CodeCode Available	1
Guiding Retrieval using LLM-based Listwise Rankers	Jan 15, 2025	Retrieval	CodeCode Available	0
Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching	Jan 15, 2025	HallucinationKnowledge Graphs	CodeCode Available	1
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG	Jan 15, 2025	Natural Language UnderstandingRAG	CodeCode Available	5
MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents	Jan 15, 2025	BenchmarkingOptical Character Recognition (OCR)	—Unverified	0
Leveraging Large Language Models as Knowledge-Driven Agents for Reliable Retrosynthesis Planning	Jan 15, 2025	Knowledge GraphsRetrieval	CodeCode Available	1
Unsupervised Query Routing for Retrieval Augmented Generation	Jan 14, 2025	RetrievalRetrieval-augmented Generation	—Unverified	0
ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding	Jan 14, 2025	RAGRetrieval	CodeCode Available	4
Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models	Jan 14, 2025	RAGRetrieval	—Unverified	0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations	Jan 14, 2025	Alzheimer's DetectionBinary Classification	—Unverified	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