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 2931–2940 of 14297 papers

Title	Date	Tasks	Status
Climate Finance Bench	May 28, 2025	Logical ReasoningQuantization	CodeCode Available
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems	May 28, 2025	Large Language ModelQuestion Answering	—Unverified
Learning World Models for Interactive Video Generation	May 28, 2025	In-Context LearningRetrieval	—Unverified
Aligning Proteins and Language: A Foundation Model for Protein Retrieval	May 27, 2025	Contrastive LearningRetrieval	—Unverified
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory	May 27, 2025	MemorizationRetrieval	—Unverified
Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset Analysis	May 27, 2025	ChunkingInformation Retrieval	CodeCode Available
AI-Supported Platform for System Monitoring and Decision-Making in Nuclear Waste Management with Large Language Models	May 27, 2025	Decision MakingManagement	—Unverified
RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models	May 27, 2025	Retrieval	—Unverified
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval	May 26, 2025	Contrastive LearningImage Retrieval	—Unverified
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval	May 26, 2025	Contrastive LearningEntity Retrieval	CodeCode Available

Show:10 25 50

← PrevPage 294 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