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 1621–1630 of 14297 papers

Title	Date	Tasks	Status	Hype
Multimodal Contextualized Support for Enhancing Video Retrieval System	Dec 10, 2024	object-detectionObject Detection	—Unverified	0
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs	Dec 10, 2024	Knowledge GraphsRAG	CodeCode Available	1
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report Generation	Dec 10, 2024	Retrieval	CodeCode Available	0
Image Retrieval with Intra-Sweep Representation Learning for Neck Ultrasound Scanning Guidance	Dec 10, 2024	Contrastive LearningImage Retrieval	—Unverified	0
RAG-based Question Answering over Heterogeneous Data and Text	Dec 10, 2024	Answer GenerationKnowledge Graphs	—Unverified	0
LINKs: Large Language Model Integrated Management for 6G Empowered Digital Twin NetworKs	Dec 9, 2024	Language ModelingLanguage Modelling	—Unverified	0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations	Dec 9, 2024	cross-modal alignmentEEG	—Unverified	0
CURE: A dataset for Clinical Understanding & Retrieval Evaluation	Dec 9, 2024	Passage RankingRetrieval	CodeCode Available	0
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning	Dec 9, 2024	RAGReranking	—Unverified	0
Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis	Dec 9, 2024	Gesture GenerationRAG	CodeCode Available	2

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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